Consequences of antibiotic overuse in Saudi Arabia: a multidimensional analysis

preprint OA: closed
Full text JSON View at publisher
Full text 110,546 characters · extracted from preprint-html · click to expand
Consequences of antibiotic overuse in Saudi Arabia:... | F1000Research "use strict";function _typeof(t){return(_typeof="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}!function(){var t=function(){var t,e,o=[],n=window,r=n;for(;r;){try{if(r.frames.__tcfapiLocator){t=r;break}}catch(t){}if(r===n.top)break;r=r.parent}t||(!function t(){var e=n.document,o=!!n.frames.__tcfapiLocator;if(!o)if(e.body){var r=e.createElement("iframe");r.style.cssText="display:none",r.name="__tcfapiLocator",e.body.appendChild(r)}else setTimeout(t,5);return!o}(),n.__tcfapi=function(){for(var t=arguments.length,n=new Array(t),r=0;r 3&&2===parseInt(n[1],10)&&"boolean"==typeof n[3]&&(e=n[3],"function"==typeof n[2]&&n[2]("set",!0)):"ping"===n[0]?"function"==typeof n[2]&&n[2]({gdprApplies:e,cmpLoaded:!1,cmpStatus:"stub"}):o.push(n)},n.addEventListener("message",(function(t){var e="string"==typeof t.data,o={};if(e)try{o=JSON.parse(t.data)}catch(t){}else o=t.data;var n="object"===_typeof(o)&&null!==o?o.__tcfapiCall:null;n&&window.__tcfapi(n.command,n.version,(function(o,r){var a={__tcfapiReturn:{returnValue:o,success:r,callId:n.callId}};t&&t.source&&t.source.postMessage&&t.source.postMessage(e?JSON.stringify(a):a,"*")}),n.parameter)}),!1))};"undefined"!=typeof module?module.exports=t:t()}(); dataLayer = dataLayer || []; // Standard GTM initialization - Google Consent Mode handles consent automatically (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl+ '>m_auth=hzk0Vc3qFsQYhCrIoHz68A>m_preview=env-1>m_cookies_win=x';f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-MWFK8L5J'); ;window.NREUM||(NREUM={});NREUM.init={distributed_tracing:{enabled:true},privacy:{cookies_enabled:true},ajax:{deny_list:["bam.nr-data.net"]}}; ;NREUM.loader_config={accountID:"438030",trustKey:"438030",agentID:"772317073",licenseKey:"97f8f67f26",applicationID:"772317073"} ;NREUM.info={beacon:"bam.nr-data.net",errorBeacon:"bam.nr-data.net",licenseKey:"97f8f67f26",applicationID:"772317073",sa:1} ;/*! For license information please see nr-loader-spa-1.236.0.min.js.LICENSE.txt */ (()=>{"use strict";var e,t,r={5763:(e,t,r)=>{r.d(t,{P_:()=>l,Mt:()=>g,C5:()=>s,DL:()=>v,OP:()=>T,lF:()=>D,Yu:()=>y,Dg:()=>h,CX:()=>c,GE:()=>b,sU:()=>_});var n=r(8632),i=r(9567);const o={beacon:n.ce.beacon,errorBeacon:n.ce.errorBeacon,licenseKey:void 0,applicationID:void 0,sa:void 0,queueTime:void 0,applicationTime:void 0,ttGuid:void 0,user:void 0,account:void 0,product:void 0,extra:void 0,jsAttributes:{},userAttributes:void 0,atts:void 0,transactionName:void 0,tNamePlain:void 0},a={};function s(e){if(!e)throw new Error("All info objects require an agent identifier!");if(!a[e])throw new Error("Info for ".concat(e," was never set"));return a[e]}function c(e,t){if(!e)throw new Error("All info objects require an agent identifier!");a[e]=(0,i.D)(t,o),(0,n.Qy)(e,a[e],"info")}var u=r(7056);const d=()=>{const e={blockSelector:"[data-nr-block]",maskInputOptions:{password:!0}};return{allow_bfcache:!0,privacy:{cookies_enabled:!0},ajax:{deny_list:void 0,enabled:!0,harvestTimeSeconds:10},distributed_tracing:{enabled:void 0,exclude_newrelic_header:void 0,cors_use_newrelic_header:void 0,cors_use_tracecontext_headers:void 0,allowed_origins:void 0},session:{domain:void 0,expiresMs:u.oD,inactiveMs:u.Hb},ssl:void 0,obfuscate:void 0,jserrors:{enabled:!0,harvestTimeSeconds:10},metrics:{enabled:!0},page_action:{enabled:!0,harvestTimeSeconds:30},page_view_event:{enabled:!0},page_view_timing:{enabled:!0,harvestTimeSeconds:30,long_task:!1},session_trace:{enabled:!0,harvestTimeSeconds:10},harvest:{tooManyRequestsDelay:60},session_replay:{enabled:!1,harvestTimeSeconds:60,sampleRate:.1,errorSampleRate:.1,maskTextSelector:"*",maskAllInputs:!0,get blockClass(){return"nr-block"},get ignoreClass(){return"nr-ignore"},get maskTextClass(){return"nr-mask"},get blockSelector(){return e.blockSelector},set blockSelector(t){e.blockSelector+=",".concat(t)},get maskInputOptions(){return e.maskInputOptions},set maskInputOptions(t){e.maskInputOptions={...t,password:!0}}},spa:{enabled:!0,harvestTimeSeconds:10}}},f={};function l(e){if(!e)throw new Error("All configuration objects require an agent identifier!");if(!f[e])throw new Error("Configuration for ".concat(e," was never set"));return f[e]}function h(e,t){if(!e)throw new Error("All configuration objects require an agent identifier!");f[e]=(0,i.D)(t,d()),(0,n.Qy)(e,f[e],"config")}function g(e,t){if(!e)throw new Error("All configuration objects require an agent identifier!");var r=l(e);if(r){for(var n=t.split("."),i=0;i {r.d(t,{D:()=>i});var n=r(50);function i(e,t){try{if(!e||"object"!=typeof e)return(0,n.Z)("Setting a Configurable requires an object as input");if(!t||"object"!=typeof t)return(0,n.Z)("Setting a Configurable requires a model to set its initial properties");const r=Object.create(Object.getPrototypeOf(t),Object.getOwnPropertyDescriptors(t)),o=0===Object.keys(r).length?e:r;for(let a in o)if(void 0!==e[a])try{"object"==typeof e[a]&&"object"==typeof t[a]?r[a]=i(e[a],t[a]):r[a]=e[a]}catch(e){(0,n.Z)("An error occurred while setting a property of a Configurable",e)}return r}catch(e){(0,n.Z)("An error occured while setting a Configurable",e)}}},6818:(e,t,r)=>{r.d(t,{Re:()=>i,gF:()=>o,q4:()=>n});const n="1.236.0",i="PROD",o="CDN"},385:(e,t,r)=>{r.d(t,{FN:()=>a,IF:()=>u,Nk:()=>f,Tt:()=>s,_A:()=>o,il:()=>n,pL:()=>c,v6:()=>i,w1:()=>d});const n="undefined"!=typeof window&&!!window.document,i="undefined"!=typeof WorkerGlobalScope&&("undefined"!=typeof self&&self instanceof WorkerGlobalScope&&self.navigator instanceof WorkerNavigator||"undefined"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis.navigator instanceof WorkerNavigator),o=n?window:"undefined"!=typeof WorkerGlobalScope&&("undefined"!=typeof self&&self instanceof WorkerGlobalScope&&self||"undefined"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis),a=""+o?.location,s=/iPad|iPhone|iPod/.test(navigator.userAgent),c=s&&"undefined"==typeof SharedWorker,u=(()=>{const e=navigator.userAgent.match(/Firefox[/\s](\d+\.\d+)/);return Array.isArray(e)&&e.length>=2?+e[1]:0})(),d=Boolean(n&&window.document.documentMode),f=!!navigator.sendBeacon},1117:(e,t,r)=>{r.d(t,{w:()=>o});var n=r(50);const i={agentIdentifier:"",ee:void 0};class o{constructor(e){try{if("object"!=typeof e)return(0,n.Z)("shared context requires an object as input");this.sharedContext={},Object.assign(this.sharedContext,i),Object.entries(e).forEach((e=>{let[t,r]=e;Object.keys(i).includes(t)&&(this.sharedContext[t]=r)}))}catch(e){(0,n.Z)("An error occured while setting SharedContext",e)}}}},8e3:(e,t,r)=>{r.d(t,{L:()=>d,R:()=>c});var n=r(2177),i=r(1284),o=r(4322),a=r(3325);const s={};function c(e,t){const r={staged:!1,priority:a.p[t]||0};u(e),s[e].get(t)||s[e].set(t,r)}function u(e){e&&(s[e]||(s[e]=new Map))}function d(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:"",t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:"feature";if(u(e),!e||!s[e].get(t))return a(t);s[e].get(t).staged=!0;const r=[...s[e]];function a(t){const r=e?n.ee.get(e):n.ee,a=o.X.handlers;if(r.backlog&&a){var s=r.backlog[t],c=a[t];if(c){for(var u=0;s&&u {let[t,r]=e;return r.staged}))&&(r.sort(((e,t)=>e[1].priority-t[1].priority)),r.forEach((e=>{let[t]=e;a(t)})))}function f(e,t){var r=e[1];(0,i.D)(t[r],(function(t,r){var n=e[0];if(r[0]===n){var i=r[1],o=e[3],a=e[2];i.apply(o,a)}}))}},2177:(e,t,r)=>{r.d(t,{c:()=>f,ee:()=>u});var n=r(8632),i=r(2210),o=r(1284),a=r(5763),s="nr@context";let c=(0,n.fP)();var u;function d(){}function f(e){return(0,i.X)(e,s,l)}function l(){return new d}function h(){u.aborted=!0,u.backlog={}}c.ee?u=c.ee:(u=function e(t,r){var n={},c={},f={},g=!1;try{g=16===r.length&&(0,a.OP)(r).isolatedBacklog}catch(e){}var p={on:b,addEventListener:b,removeEventListener:y,emit:v,get:x,listeners:w,context:m,buffer:A,abort:h,aborted:!1,isBuffering:E,debugId:r,backlog:g?{}:t&&"object"==typeof t.backlog?t.backlog:{}};return p;function m(e){return e&&e instanceof d?e:e?(0,i.X)(e,s,l):l()}function v(e,r,n,i,o){if(!1!==o&&(o=!0),!u.aborted||i){t&&o&&t.emit(e,r,n);for(var a=m(n),s=w(e),d=s.length,f=0;fn,p:()=>i});var n=r(2177).ee.get("handle");function i(e,t,r,i,o){o?(o.buffer([e],i),o.emit(e,t,r)):(n.buffer([e],i),n.emit(e,t,r))}},4322:(e,t,r)=>{r.d(t,{X:()=>o});var n=r(5546);o.on=a;var i=o.handlers={};function o(e,t,r,o){a(o||n.E,i,e,t,r)}function a(e,t,r,i,o){o||(o="feature"),e||(e=n.E);var a=t[o]=t[o]||{};(a[r]=a[r]||[]).push([e,i])}},3239:(e,t,r)=>{r.d(t,{bP:()=>s,iz:()=>c,m$:()=>a});var n=r(385);let i=!1,o=!1;try{const e={get passive(){return i=!0,!1},get signal(){return o=!0,!1}};n._A.addEventListener("test",null,e),n._A.removeEventListener("test",null,e)}catch(e){}function a(e,t){return i||o?{capture:!!e,passive:i,signal:t}:!!e}function s(e,t){let r=arguments.length>2&&void 0!==arguments[2]&&arguments[2],n=arguments.length>3?arguments[3]:void 0;window.addEventListener(e,t,a(r,n))}function c(e,t){let r=arguments.length>2&&void 0!==arguments[2]&&arguments[2],n=arguments.length>3?arguments[3]:void 0;document.addEventListener(e,t,a(r,n))}},4402:(e,t,r)=>{r.d(t,{Ht:()=>u,M:()=>c,Rl:()=>a,ky:()=>s});var n=r(385);const i="xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx";function o(e,t){return e?15&e[t]:16*Math.random()|0}function a(){const e=n._A?.crypto||n._A?.msCrypto;let t,r=0;return e&&e.getRandomValues&&(t=e.getRandomValues(new Uint8Array(31))),i.split("").map((e=>"x"===e?o(t,++r).toString(16):"y"===e?(3&o()|8).toString(16):e)).join("")}function s(e){const t=n._A?.crypto||n._A?.msCrypto;let r,i=0;t&&t.getRandomValues&&(r=t.getRandomValues(new Uint8Array(31)));const a=[];for(var s=0;s {r.d(t,{Bq:()=>n,Hb:()=>o,oD:()=>i});const n="NRBA",i=144e5,o=18e5},7894:(e,t,r)=>{function n(){return Math.round(performance.now())}r.d(t,{z:()=>n})},7243:(e,t,r)=>{r.d(t,{e:()=>o});var n=r(385),i={};function o(e){if(e in i)return i[e];if(0===(e||"").indexOf("data:"))return{protocol:"data"};let t;var r=n._A?.location,o={};if(n.il)t=document.createElement("a"),t.href=e;else try{t=new URL(e,r.href)}catch(e){return o}o.port=t.port;var a=t.href.split("://");!o.port&&a[1]&&(o.port=a[1].split("/")[0].split("@").pop().split(":")[1]),o.port&&"0"!==o.port||(o.port="https"===a[0]?"443":"80"),o.hostname=t.hostname||r.hostname,o.pathname=t.pathname,o.protocol=a[0],"/"!==o.pathname.charAt(0)&&(o.pathname="/"+o.pathname);var s=!t.protocol||":"===t.protocol||t.protocol===r.protocol,c=t.hostname===r.hostname&&t.port===r.port;return o.sameOrigin=s&&(!t.hostname||c),"/"===o.pathname&&(i[e]=o),o}},50:(e,t,r)=>{function n(e,t){"function"==typeof console.warn&&(console.warn("New Relic: ".concat(e)),t&&console.warn(t))}r.d(t,{Z:()=>n})},2587:(e,t,r)=>{r.d(t,{N:()=>c,T:()=>u});var n=r(2177),i=r(5546),o=r(8e3),a=r(3325);const s={stn:[a.D.sessionTrace],err:[a.D.jserrors,a.D.metrics],ins:[a.D.pageAction],spa:[a.D.spa],sr:[a.D.sessionReplay,a.D.sessionTrace]};function c(e,t){const r=n.ee.get(t);e&&"object"==typeof e&&(Object.entries(e).forEach((e=>{let[t,n]=e;void 0===u[t]&&(s[t]?s[t].forEach((e=>{n?(0,i.p)("feat-"+t,[],void 0,e,r):(0,i.p)("block-"+t,[],void 0,e,r),(0,i.p)("rumresp-"+t,[Boolean(n)],void 0,e,r)})):n&&(0,i.p)("feat-"+t,[],void 0,void 0,r),u[t]=Boolean(n))})),Object.keys(s).forEach((e=>{void 0===u[e]&&(s[e]?.forEach((t=>(0,i.p)("rumresp-"+e,[!1],void 0,t,r))),u[e]=!1)})),(0,o.L)(t,a.D.pageViewEvent))}const u={}},2210:(e,t,r)=>{r.d(t,{X:()=>i});var n=Object.prototype.hasOwnProperty;function i(e,t,r){if(n.call(e,t))return e[t];var i=r();if(Object.defineProperty&&Object.keys)try{return Object.defineProperty(e,t,{value:i,writable:!0,enumerable:!1}),i}catch(e){}return e[t]=i,i}},1284:(e,t,r)=>{r.d(t,{D:()=>n});const n=(e,t)=>Object.entries(e||{}).map((e=>{let[r,n]=e;return t(r,n)}))},4351:(e,t,r)=>{r.d(t,{P:()=>o});var n=r(2177);const i=()=>{const e=new WeakSet;return(t,r)=>{if("object"==typeof r&&null!==r){if(e.has(r))return;e.add(r)}return r}};function o(e){try{return JSON.stringify(e,i())}catch(e){try{n.ee.emit("internal-error",[e])}catch(e){}}}},3960:(e,t,r)=>{r.d(t,{K:()=>a,b:()=>o});var n=r(3239);function i(){return"undefined"==typeof document||"complete"===document.readyState}function o(e,t){if(i())return e();(0,n.bP)("load",e,t)}function a(e){if(i())return e();(0,n.iz)("DOMContentLoaded",e)}},8632:(e,t,r)=>{r.d(t,{EZ:()=>u,Qy:()=>c,ce:()=>o,fP:()=>a,gG:()=>d,mF:()=>s});var n=r(7894),i=r(385);const o={beacon:"bam.nr-data.net",errorBeacon:"bam.nr-data.net"};function a(){return i._A.NREUM||(i._A.NREUM={}),void 0===i._A.newrelic&&(i._A.newrelic=i._A.NREUM),i._A.NREUM}function s(){let e=a();return e.o||(e.o={ST:i._A.setTimeout,SI:i._A.setImmediate,CT:i._A.clearTimeout,XHR:i._A.XMLHttpRequest,REQ:i._A.Request,EV:i._A.Event,PR:i._A.Promise,MO:i._A.MutationObserver,FETCH:i._A.fetch}),e}function c(e,t,r){let i=a();const o=i.initializedAgents||{},s=o[e]||{};return Object.keys(s).length||(s.initializedAt={ms:(0,n.z)(),date:new Date}),i.initializedAgents={...o,[e]:{...s,[r]:t}},i}function u(e,t){a()[e]=t}function d(){return function(){let e=a();const t=e.info||{};e.info={beacon:o.beacon,errorBeacon:o.errorBeacon,...t}}(),function(){let e=a();const t=e.init||{};e.init={...t}}(),s(),function(){let e=a();const t=e.loader_config||{};e.loader_config={...t}}(),a()}},7956:(e,t,r)=>{r.d(t,{N:()=>i});var n=r(3239);function i(e){let t=arguments.length>1&&void 0!==arguments[1]&&arguments[1],r=arguments.length>2?arguments[2]:void 0,i=arguments.length>3?arguments[3]:void 0;return void(0,n.iz)("visibilitychange",(function(){if(t)return void("hidden"==document.visibilityState&&e());e(document.visibilityState)}),r,i)}},1214:(e,t,r)=>{r.d(t,{em:()=>v,u5:()=>N,QU:()=>S,_L:()=>I,Gm:()=>L,Lg:()=>M,gy:()=>U,BV:()=>Q,Kf:()=>ee});var n=r(2177);const i="nr@original";var o=Object.prototype.hasOwnProperty,a=!1;function s(e,t){return e||(e=n.ee),r.inPlace=function(e,t,n,i,o){n||(n="");var a,s,c,u="-"===n.charAt(0);for(c=0;c 2?n-2:0),o=2;o {r(A[T],e,w),r(E[T],e,w)})),r(l._A,"fetch",y),t.on(y+"end",(function(e,r){var n=this;if(r){var i=r.headers.get("content-length");null!==i&&(n.rxSize=i),t.emit(y+"done",[null,r],n)}else t.emit(y+"done",[e],n)})),t}const O={},j=["pushState","replaceState"];function S(e){const t=function(e){return(e||n.ee).get("history")}(e);return!l.il||O[t.debugId]++||(O[t.debugId]=1,s(t).inPlace(window.history,j,"-")),t}var P=r(3239);const C={},R=["appendChild","insertBefore","replaceChild"];function I(e){const t=function(e){return(e||n.ee).get("jsonp")}(e);if(!l.il||C[t.debugId])return t;C[t.debugId]=!0;var r=s(t),i=/[?&](?:callback|cb)=([^&#]+)/,o=/(.*)\.([^.]+)/,a=/^(\w+)(\.|$)(.*)$/;function c(e,t){var r=e.match(a),n=r[1],i=r[3];return i?c(i,t[n]):t[n]}return r.inPlace(Node.prototype,R,"dom-"),t.on("dom-start",(function(e){!function(e){if(!e||"string"!=typeof e.nodeName||"script"!==e.nodeName.toLowerCase())return;if("function"!=typeof e.addEventListener)return;var n=(a=e.src,s=a.match(i),s?s[1]:null);var a,s;if(!n)return;var u=function(e){var t=e.match(o);if(t&&t.length>=3)return{key:t[2],parent:c(t[1],window)};return{key:e,parent:window}}(n);if("function"!=typeof u.parent[u.key])return;var d={};function f(){t.emit("jsonp-end",[],d),e.removeEventListener("load",f,(0,P.m$)(!1)),e.removeEventListener("error",l,(0,P.m$)(!1))}function l(){t.emit("jsonp-error",[],d),t.emit("jsonp-end",[],d),e.removeEventListener("load",f,(0,P.m$)(!1)),e.removeEventListener("error",l,(0,P.m$)(!1))}r.inPlace(u.parent,[u.key],"cb-",d),e.addEventListener("load",f,(0,P.m$)(!1)),e.addEventListener("error",l,(0,P.m$)(!1)),t.emit("new-jsonp",[e.src],d)}(e[0])})),t}var k=r(5763);const H={};function L(e){const t=function(e){return(e||n.ee).get("mutation")}(e);if(!l.il||H[t.debugId])return t;H[t.debugId]=!0;var r=s(t),i=k.Yu.MO;return i&&(window.MutationObserver=function(e){return this instanceof i?new i(r(e,"fn-")):i.apply(this,arguments)},MutationObserver.prototype=i.prototype),t}const z={};function M(e){const t=function(e){return(e||n.ee).get("promise")}(e);if(z[t.debugId])return t;z[t.debugId]=!0;var r=n.c,o=s(t),a=k.Yu.PR;return a&&function(){function e(r){var n=t.context(),i=o(r,"executor-",n,null,!1);const s=Reflect.construct(a,[i],e);return t.context(s).getCtx=function(){return n},s}l._A.Promise=e,Object.defineProperty(e,"name",{value:"Promise"}),e.toString=function(){return a.toString()},Object.setPrototypeOf(e,a),["all","race"].forEach((function(r){const n=a[r];e[r]=function(e){let i=!1;[...e||[]].forEach((e=>{this.resolve(e).then(a("all"===r),a(!1))}));const o=n.apply(this,arguments);return o;function a(e){return function(){t.emit("propagate",[null,!i],o,!1,!1),i=i||!e}}}})),["resolve","reject"].forEach((function(r){const n=a[r];e[r]=function(e){const r=n.apply(this,arguments);return e!==r&&t.emit("propagate",[e,!0],r,!1,!1),r}})),e.prototype=a.prototype;const n=a.prototype.then;a.prototype.then=function(){var e=this,i=r(e);i.promise=e;for(var a=arguments.length,s=new Array(a),c=0;c e())),t};function m(e,t){i.inPlace(t,["onreadystatechange"],"fn-",E)}function b(){var e=this,t=r.context(e);e.readyState>3&&!t.resolved&&(t.resolved=!0,r.emit("xhr-resolved",[],e)),i.inPlace(e,f,"fn-",E)}if(function(e,t){for(var r in e)t[r]=e[r]}(o,p),p.prototype=o.prototype,i.inPlace(p.prototype,J,"-xhr-",E),r.on("send-xhr-start",(function(e,t){m(e,t),function(e){h.push(e),a&&(y?y.then(A):u?u(A):(w=-w,x.data=w))}(t)})),r.on("open-xhr-start",m),a){var y=c&&c.resolve();if(!u&&!c){var w=1,x=document.createTextNode(w);new a(A).observe(x,{characterData:!0})}}else t.on("fn-end",(function(e){e[0]&&e[0].type===d||A()}));function A(){for(var e=0;e {r.d(t,{t:()=>n});const n=r(3325).D.ajax},6660:(e,t,r)=>{r.d(t,{A:()=>i,t:()=>n});const n=r(3325).D.jserrors,i="nr@seenError"},3081:(e,t,r)=>{r.d(t,{gF:()=>o,mY:()=>i,t9:()=>n,vz:()=>s,xS:()=>a});const n=r(3325).D.metrics,i="sm",o="cm",a="storeSupportabilityMetrics",s="storeEventMetrics"},4649:(e,t,r)=>{r.d(t,{t:()=>n});const n=r(3325).D.pageAction},7633:(e,t,r)=>{r.d(t,{Dz:()=>i,OJ:()=>a,qw:()=>o,t9:()=>n});const n=r(3325).D.pageViewEvent,i="firstbyte",o="domcontent",a="windowload"},9251:(e,t,r)=>{r.d(t,{t:()=>n});const n=r(3325).D.pageViewTiming},3614:(e,t,r)=>{r.d(t,{BST_RESOURCE:()=>i,END:()=>s,FEATURE_NAME:()=>n,FN_END:()=>u,FN_START:()=>c,PUSH_STATE:()=>d,RESOURCE:()=>o,START:()=>a});const n=r(3325).D.sessionTrace,i="bstResource",o="resource",a="-start",s="-end",c="fn"+a,u="fn"+s,d="pushState"},7836:(e,t,r)=>{r.d(t,{BODY:()=>A,CB_END:()=>E,CB_START:()=>u,END:()=>x,FEATURE_NAME:()=>i,FETCH:()=>_,FETCH_BODY:()=>v,FETCH_DONE:()=>m,FETCH_START:()=>p,FN_END:()=>c,FN_START:()=>s,INTERACTION:()=>l,INTERACTION_API:()=>d,INTERACTION_EVENTS:()=>o,JSONP_END:()=>b,JSONP_NODE:()=>g,JS_TIME:()=>T,MAX_TIMER_BUDGET:()=>a,REMAINING:()=>f,SPA_NODE:()=>h,START:()=>w,originalSetTimeout:()=>y});var n=r(5763);const i=r(3325).D.spa,o=["click","submit","keypress","keydown","keyup","change"],a=999,s="fn-start",c="fn-end",u="cb-start",d="api-ixn-",f="remaining",l="interaction",h="spaNode",g="jsonpNode",p="fetch-start",m="fetch-done",v="fetch-body-",b="jsonp-end",y=n.Yu.ST,w="-start",x="-end",A="-body",E="cb"+x,T="jsTime",_="fetch"},5938:(e,t,r)=>{r.d(t,{W:()=>o});var n=r(5763),i=r(2177);class o{constructor(e,t,r){this.agentIdentifier=e,this.aggregator=t,this.ee=i.ee.get(e,(0,n.OP)(this.agentIdentifier).isolatedBacklog),this.featureName=r,this.blocked=!1}}},9144:(e,t,r)=>{r.d(t,{j:()=>m});var n=r(3325),i=r(5763),o=r(5546),a=r(2177),s=r(7894),c=r(8e3),u=r(3960),d=r(385),f=r(50),l=r(3081),h=r(8632);function g(){const e=(0,h.gG)();["setErrorHandler","finished","addToTrace","inlineHit","addRelease","addPageAction","setCurrentRouteName","setPageViewName","setCustomAttribute","interaction","noticeError","setUserId"].forEach((t=>{e[t]=function(){for(var r=arguments.length,n=new Array(r),i=0;i 1?r-1:0),i=1;i {e.exposed&&e.api[t]&&o.push(e.api[t](...n))})),o.length>1?o:o[0]}(t,...n)}}))}var p=r(2587);function m(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},m=arguments.length>2?arguments[2]:void 0,v=arguments.length>3?arguments[3]:void 0,{init:b,info:y,loader_config:w,runtime:x={loaderType:m},exposed:A=!0}=t;const E=(0,h.gG)();y||(b=E.init,y=E.info,w=E.loader_config),(0,i.Dg)(e,b||{}),(0,i.GE)(e,w||{}),(0,i.sU)(e,x),y.jsAttributes??={},d.v6&&(y.jsAttributes.isWorker=!0),(0,i.CX)(e,y),g();const T=function(e,t){t||(0,c.R)(e,"api");const h={};var g=a.ee.get(e),p=g.get("tracer"),m="api-",v=m+"ixn-";function b(t,r,n,o){const a=(0,i.C5)(e);return null===r?delete a.jsAttributes[t]:(0,i.CX)(e,{...a,jsAttributes:{...a.jsAttributes,[t]:r}}),x(m,n,!0,o||null===r?"session":void 0)(t,r)}function y(){}["setErrorHandler","finished","addToTrace","inlineHit","addRelease"].forEach((e=>h[e]=x(m,e,!0,"api"))),h.addPageAction=x(m,"addPageAction",!0,n.D.pageAction),h.setCurrentRouteName=x(m,"routeName",!0,n.D.spa),h.setPageViewName=function(t,r){if("string"==typeof t)return"/"!==t.charAt(0)&&(t="/"+t),(0,i.OP)(e).customTransaction=(r||"http://custom.transaction")+t,x(m,"setPageViewName",!0)()},h.setCustomAttribute=function(e,t){let r=arguments.length>2&&void 0!==arguments[2]&&arguments[2];if("string"==typeof e){if(["string","number"].includes(typeof t)||null===t)return b(e,t,"setCustomAttribute",r);(0,f.Z)("Failed to execute setCustomAttribute.\nNon-null value must be a string or number type, but a type of was provided."))}else(0,f.Z)("Failed to execute setCustomAttribute.\nName must be a string type, but a type of was provided."))},h.setUserId=function(e){if("string"==typeof e||null===e)return b("enduser.id",e,"setUserId",!0);(0,f.Z)("Failed to execute setUserId.\nNon-null value must be a string type, but a type of was provided."))},h.interaction=function(){return(new y).get()};var w=y.prototype={createTracer:function(e,t){var r={},i=this,a="function"==typeof t;return(0,o.p)(v+"tracer",[(0,s.z)(),e,r],i,n.D.spa,g),function(){if(p.emit((a?"":"no-")+"fn-start",[(0,s.z)(),i,a],r),a)try{return t.apply(this,arguments)}catch(e){throw p.emit("fn-err",[arguments,this,"string"==typeof e?new Error(e):e],r),e}finally{p.emit("fn-end",[(0,s.z)()],r)}}}};function x(e,t,r,i){return function(){return(0,o.p)(l.xS,["API/"+t+"/called"],void 0,n.D.metrics,g),i&&(0,o.p)(e+t,[(0,s.z)(),...arguments],r?null:this,i,g),r?void 0:this}}function A(){r.e(439).then(r.bind(r,7438)).then((t=>{let{setAPI:r}=t;r(e),(0,c.L)(e,"api")})).catch((()=>(0,f.Z)("Downloading runtime APIs failed...")))}return["actionText","setName","setAttribute","save","ignore","onEnd","getContext","end","get"].forEach((e=>{w[e]=x(v,e,void 0,n.D.spa)})),h.noticeError=function(e,t){"string"==typeof e&&(e=new Error(e)),(0,o.p)(l.xS,["API/noticeError/called"],void 0,n.D.metrics,g),(0,o.p)("err",[e,(0,s.z)(),!1,t],void 0,n.D.jserrors,g)},d.il?(0,u.b)((()=>A()),!0):A(),h}(e,v);return(0,h.Qy)(e,T,"api"),(0,h.Qy)(e,A,"exposed"),(0,h.EZ)("activatedFeatures",p.T),T}},3325:(e,t,r)=>{r.d(t,{D:()=>n,p:()=>i});const n={ajax:"ajax",jserrors:"jserrors",metrics:"metrics",pageAction:"page_action",pageViewEvent:"page_view_event",pageViewTiming:"page_view_timing",sessionReplay:"session_replay",sessionTrace:"session_trace",spa:"spa"},i={[n.pageViewEvent]:1,[n.pageViewTiming]:2,[n.metrics]:3,[n.jserrors]:4,[n.ajax]:5,[n.sessionTrace]:6,[n.pageAction]:7,[n.spa]:8,[n.sessionReplay]:9}}},n={};function i(e){var t=n[e];if(void 0!==t)return t.exports;var o=n[e]={exports:{}};return r[e](o,o.exports,i),o.exports}i.m=r,i.d=(e,t)=>{for(var r in t)i.o(t,r)&&!i.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:t[r]})},i.f={},i.e=e=>Promise.all(Object.keys(i.f).reduce(((t,r)=>(i.f[r](e,t),t)),[])),i.u=e=>(({78:"page_action-aggregate",147:"metrics-aggregate",242:"session-manager",317:"jserrors-aggregate",348:"page_view_timing-aggregate",412:"lazy-feature-loader",439:"async-api",538:"recorder",590:"session_replay-aggregate",675:"compressor",733:"session_trace-aggregate",786:"page_view_event-aggregate",873:"spa-aggregate",898:"ajax-aggregate"}[e]||e)+"."+{78:"ac76d497",147:"3dc53903",148:"1a20d5fe",242:"2a64278a",317:"49e41428",348:"bd6de33a",412:"2f55ce66",439:"30bd804e",538:"1b18459f",590:"cf0efb30",675:"ae9f91a8",733:"83105561",786:"06482edd",860:"03a8b7a5",873:"e6b09d52",898:"998ef92b"}[e]+"-1.236.0.min.js"),i.o=(e,t)=>Object.prototype.hasOwnProperty.call(e,t),e={},t="NRBA:",i.l=(r,n,o,a)=>{if(e[r])e[r].push(n);else{var s,c;if(void 0!==o)for(var u=document.getElementsByTagName("script"),d=0;d {s.onerror=s.onload=null,clearTimeout(h);var i=e[r];if(delete e[r],s.parentNode&&s.parentNode.removeChild(s),i&&i.forEach((e=>e(n))),t)return t(n)},h=setTimeout(l.bind(null,void 0,{type:"timeout",target:s}),12e4);s.onerror=l.bind(null,s.onerror),s.onload=l.bind(null,s.onload),c&&document.head.appendChild(s)}},i.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},i.j=364,i.p="https://js-agent.newrelic.com/",(()=>{var e={364:0,953:0};i.f.j=(t,r)=>{var n=i.o(e,t)?e[t]:void 0;if(0!==n)if(n)r.push(n[2]);else{var o=new Promise(((r,i)=>n=e[t]=[r,i]));r.push(n[2]=o);var a=i.p+i.u(t),s=new Error;i.l(a,(r=>{if(i.o(e,t)&&(0!==(n=e[t])&&(e[t]=void 0),n)){var o=r&&("load"===r.type?"missing":r.type),a=r&&r.target&&r.target.src;s.message="Loading chunk "+t+" failed.\n("+o+": "+a+")",s.name="ChunkLoadError",s.type=o,s.request=a,n[1](s)}}),"chunk-"+t,t)}};var t=(t,r)=>{var n,o,[a,s,c]=r,u=0;if(a.some((t=>0!==e[t]))){for(n in s)i.o(s,n)&&(i.m[n]=s[n]);if(c)c(i)}for(t&&t(r);u {i.r(o);var e=i(3325),t=i(5763);const r=Object.values(e.D);function n(e){const n={};return r.forEach((r=>{n[r]=function(e,r){return!1!==(0,t.Mt)(r,"".concat(e,".enabled"))}(r,e)})),n}var a=i(9144);var s=i(5546),c=i(385),u=i(8e3),d=i(5938),f=i(3960),l=i(50);class h extends d.W{constructor(e,t,r){let n=!(arguments.length>3&&void 0!==arguments[3])||arguments[3];super(e,t,r),this.auto=n,this.abortHandler,this.featAggregate,this.onAggregateImported,n&&(0,u.R)(e,r)}importAggregator(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};if(this.featAggregate||!this.auto)return;const r=c.il&&!0===(0,t.Mt)(this.agentIdentifier,"privacy.cookies_enabled");let n;this.onAggregateImported=new Promise((e=>{n=e}));const o=async()=>{let t;try{if(r){const{setupAgentSession:e}=await Promise.all([i.e(860),i.e(242)]).then(i.bind(i,3228));t=e(this.agentIdentifier)}}catch(e){(0,l.Z)("A problem occurred when starting up session manager. This page will not start or extend any session.",e)}try{if(!this.shouldImportAgg(this.featureName,t))return void(0,u.L)(this.agentIdentifier,this.featureName);const{lazyFeatureLoader:r}=await i.e(412).then(i.bind(i,8582)),{Aggregate:o}=await r(this.featureName,"aggregate");this.featAggregate=new o(this.agentIdentifier,this.aggregator,e),n(!0)}catch(e){(0,l.Z)("Downloading and initializing ".concat(this.featureName," failed..."),e),this.abortHandler?.(),n(!1)}};c.il?(0,f.b)((()=>o()),!0):o()}shouldImportAgg(r,n){return r!==e.D.sessionReplay||!1!==(0,t.Mt)(this.agentIdentifier,"session_trace.enabled")&&(!!n?.isNew||!!n?.state.sessionReplay)}}var g=i(7633),p=i(7894);class m extends h{static featureName=g.t9;constructor(r,n){let i=!(arguments.length>2&&void 0!==arguments[2])||arguments[2];if(super(r,n,g.t9,i),("undefined"==typeof PerformanceNavigationTiming||c.Tt)&&"undefined"!=typeof PerformanceTiming){const n=(0,t.OP)(r);n[g.Dz]=Math.max(Date.now()-n.offset,0),(0,f.K)((()=>n[g.qw]=Math.max((0,p.z)()-n[g.Dz],0))),(0,f.b)((()=>{const t=(0,p.z)();n[g.OJ]=Math.max(t-n[g.Dz],0),(0,s.p)("timing",["load",t],void 0,e.D.pageViewTiming,this.ee)}))}this.importAggregator()}}var v=i(1117),b=i(1284);class y extends v.w{constructor(e){super(e),this.aggregatedData={}}store(e,t,r,n,i){var o=this.getBucket(e,t,r,i);return o.metrics=function(e,t){t||(t={count:0});return t.count+=1,(0,b.D)(e,(function(e,r){t[e]=w(r,t[e])})),t}(n,o.metrics),o}merge(e,t,r,n,i){var o=this.getBucket(e,t,n,i);if(o.metrics){var a=o.metrics;a.count+=r.count,(0,b.D)(r,(function(e,t){if("count"!==e){var n=a[e],i=r[e];i&&!i.c?a[e]=w(i.t,n):a[e]=function(e,t){if(!t)return e;t.c||(t=x(t.t));return t.min=Math.min(e.min,t.min),t.max=Math.max(e.max,t.max),t.t+=e.t,t.sos+=e.sos,t.c+=e.c,t}(i,a[e])}}))}else o.metrics=r}storeMetric(e,t,r,n){var i=this.getBucket(e,t,r);return i.stats=w(n,i.stats),i}getBucket(e,t,r,n){this.aggregatedData[e]||(this.aggregatedData[e]={});var i=this.aggregatedData[e][t];return i||(i=this.aggregatedData[e][t]={params:r||{}},n&&(i.custom=n)),i}get(e,t){return t?this.aggregatedData[e]&&this.aggregatedData[e][t]:this.aggregatedData[e]}take(e){for(var t={},r="",n=!1,i=0;i t.max&&(t.max=e),e 2&&void 0!==arguments[2])||arguments[2];super(e,r,j.t,n),c.il&&((0,t.OP)(e).initHidden=Boolean("hidden"===document.visibilityState),(0,N.N)((()=>(0,s.p)("docHidden",[(0,p.z)()],void 0,j.t,this.ee)),!0),(0,O.bP)("pagehide",(()=>(0,s.p)("winPagehide",[(0,p.z)()],void 0,j.t,this.ee))),this.importAggregator())}}var P=i(3081);class C extends h{static featureName=P.t9;constructor(e,t){let r=!(arguments.length>2&&void 0!==arguments[2])||arguments[2];super(e,t,P.t9,r),this.importAggregator()}}var R,I=i(2210),k=i(1214),H=i(2177),L={};try{R=localStorage.getItem("__nr_flags").split(","),console&&"function"==typeof console.log&&(L.console=!0,-1!==R.indexOf("dev")&&(L.dev=!0),-1!==R.indexOf("nr_dev")&&(L.nrDev=!0))}catch(e){}function z(e){try{L.console&&z(e)}catch(e){}}L.nrDev&&H.ee.on("internal-error",(function(e){z(e.stack)})),L.dev&&H.ee.on("fn-err",(function(e,t,r){z(r.stack)})),L.dev&&(z("NR AGENT IN DEVELOPMENT MODE"),z("flags: "+(0,b.D)(L,(function(e,t){return e})).join(", ")));var M=i(6660);class B extends h{static featureName=M.t;constructor(r,n){let i=!(arguments.length>2&&void 0!==arguments[2])||arguments[2];super(r,n,M.t,i),this.skipNext=0;try{this.removeOnAbort=new AbortController}catch(e){}const o=this;o.ee.on("fn-start",(function(e,t,r){o.abortHandler&&(o.skipNext+=1)})),o.ee.on("fn-err",(function(t,r,n){o.abortHandler&&!n[M.A]&&((0,I.X)(n,M.A,(function(){return!0})),this.thrown=!0,(0,s.p)("err",[n,(0,p.z)()],void 0,e.D.jserrors,o.ee))})),o.ee.on("fn-end",(function(){o.abortHandler&&!this.thrown&&o.skipNext>0&&(o.skipNext-=1)})),o.ee.on("internal-error",(function(t){(0,s.p)("ierr",[t,(0,p.z)(),!0],void 0,e.D.jserrors,o.ee)})),this.origOnerror=c._A.onerror,c._A.onerror=this.onerrorHandler.bind(this),c._A.addEventListener("unhandledrejection",(t=>{const r=function(e){let t="Unhandled Promise Rejection: ";if(e instanceof Error)try{return e.message=t+e.message,e}catch(t){return e}if(void 0===e)return new Error(t);try{return new Error(t+(0,D.P)(e))}catch(e){return new Error(t)}}(t.reason);(0,s.p)("err",[r,(0,p.z)(),!1,{unhandledPromiseRejection:1}],void 0,e.D.jserrors,this.ee)}),(0,O.m$)(!1,this.removeOnAbort?.signal)),(0,k.gy)(this.ee),(0,k.BV)(this.ee),(0,k.em)(this.ee),(0,t.OP)(r).xhrWrappable&&(0,k.Kf)(this.ee),this.abortHandler=this.#e,this.importAggregator()}#e(){this.removeOnAbort?.abort(),this.abortHandler=void 0}onerrorHandler(t,r,n,i,o){"function"==typeof this.origOnerror&&this.origOnerror(...arguments);try{this.skipNext?this.skipNext-=1:(0,s.p)("err",[o||new F(t,r,n),(0,p.z)()],void 0,e.D.jserrors,this.ee)}catch(t){try{(0,s.p)("ierr",[t,(0,p.z)(),!0],void 0,e.D.jserrors,this.ee)}catch(e){}}return!1}}function F(e,t,r){this.message=e||"Uncaught error with no additional information",this.sourceURL=t,this.line=r}let U=1;const q="nr@id";function G(e){const t=typeof e;return!e||"object"!==t&&"function"!==t?-1:e===c._A?0:(0,I.X)(e,q,(function(){return U++}))}function V(e){if("string"==typeof e&&e.length)return e.length;if("object"==typeof e){if("undefined"!=typeof ArrayBuffer&&e instanceof ArrayBuffer&&e.byteLength)return e.byteLength;if("undefined"!=typeof Blob&&e instanceof Blob&&e.size)return e.size;if(!("undefined"!=typeof FormData&&e instanceof FormData))try{return(0,D.P)(e).length}catch(e){return}}}var X=i(7243);class W{constructor(e){this.agentIdentifier=e,this.generateTracePayload=this.generateTracePayload.bind(this),this.shouldGenerateTrace=this.shouldGenerateTrace.bind(this)}generateTracePayload(e){if(!this.shouldGenerateTrace(e))return null;var r=(0,t.DL)(this.agentIdentifier);if(!r)return null;var n=(r.accountID||"").toString()||null,i=(r.agentID||"").toString()||null,o=(r.trustKey||"").toString()||null;if(!n||!i)return null;var a=(0,_.M)(),s=(0,_.Ht)(),c=Date.now(),u={spanId:a,traceId:s,timestamp:c};return(e.sameOrigin||this.isAllowedOrigin(e)&&this.useTraceContextHeadersForCors())&&(u.traceContextParentHeader=this.generateTraceContextParentHeader(a,s),u.traceContextStateHeader=this.generateTraceContextStateHeader(a,c,n,i,o)),(e.sameOrigin&&!this.excludeNewrelicHeader()||!e.sameOrigin&&this.isAllowedOrigin(e)&&this.useNewrelicHeaderForCors())&&(u.newrelicHeader=this.generateTraceHeader(a,s,c,n,i,o)),u}generateTraceContextParentHeader(e,t){return"00-"+t+"-"+e+"-01"}generateTraceContextStateHeader(e,t,r,n,i){return i+"@nr=0-1-"+r+"-"+n+"-"+e+"----"+t}generateTraceHeader(e,t,r,n,i,o){if(!("function"==typeof c._A?.btoa))return null;var a={v:[0,1],d:{ty:"Browser",ac:n,ap:i,id:e,tr:t,ti:r}};return o&&n!==o&&(a.d.tk=o),btoa((0,D.P)(a))}shouldGenerateTrace(e){return this.isDtEnabled()&&this.isAllowedOrigin(e)}isAllowedOrigin(e){var r=!1,n={};if((0,t.Mt)(this.agentIdentifier,"distributed_tracing")&&(n=(0,t.P_)(this.agentIdentifier).distributed_tracing),e.sameOrigin)r=!0;else if(n.allowed_origins instanceof Array)for(var i=0;i 2&&void 0!==arguments[2])||arguments[2];super(r,n,Z.t,i),(0,t.OP)(r).xhrWrappable&&(this.dt=new W(r),this.handler=(e,t,r,n)=>(0,s.p)(e,t,r,n,this.ee),(0,k.u5)(this.ee),(0,k.Kf)(this.ee),function(r,n,i,o){function a(e){var t=this;t.totalCbs=0,t.called=0,t.cbTime=0,t.end=E,t.ended=!1,t.xhrGuids={},t.lastSize=null,t.loadCaptureCalled=!1,t.params=this.params||{},t.metrics=this.metrics||{},e.addEventListener("load",(function(r){_(t,e)}),(0,O.m$)(!1)),c.IF||e.addEventListener("progress",(function(e){t.lastSize=e.loaded}),(0,O.m$)(!1))}function s(e){this.params={method:e[0]},T(this,e[1]),this.metrics={}}function u(e,n){var i=(0,t.DL)(r);i.xpid&&this.sameOrigin&&n.setRequestHeader("X-NewRelic-ID",i.xpid);var a=o.generateTracePayload(this.parsedOrigin);if(a){var s=!1;a.newrelicHeader&&(n.setRequestHeader("newrelic",a.newrelicHeader),s=!0),a.traceContextParentHeader&&(n.setRequestHeader("traceparent",a.traceContextParentHeader),a.traceContextStateHeader&&n.setRequestHeader("tracestate",a.traceContextStateHeader),s=!0),s&&(this.dt=a)}}function d(e,t){var r=this.metrics,i=e[0],o=this;if(r&&i){var a=V(i);a&&(r.txSize=a)}this.startTime=(0,p.z)(),this.listener=function(e){try{"abort"!==e.type||o.loadCaptureCalled||(o.params.aborted=!0),("load"!==e.type||o.called===o.totalCbs&&(o.onloadCalled||"function"!=typeof t.onload)&&"function"==typeof o.end)&&o.end(t)}catch(e){try{n.emit("internal-error",[e])}catch(e){}}};for(var s=0;s 1?e[1]=i:e.push(i)}else e[0]&&e[0].headers&&s(e[0].headers,n)&&(this.dt=n);function s(e,t){var r=!1;return t.newrelicHeader&&(e.set("newrelic",t.newrelicHeader),r=!0),t.traceContextParentHeader&&(e.set("traceparent",t.traceContextParentHeader),t.traceContextStateHeader&&e.set("tracestate",t.traceContextStateHeader),r=!0),r}}function x(e,t){this.params={},this.metrics={},this.startTime=(0,p.z)(),this.dt=t,e.length>=1&&(this.target=e[0]),e.length>=2&&(this.opts=e[1]);var r,n=this.opts||{},i=this.target;"string"==typeof i?r=i:"object"==typeof i&&i instanceof Y?r=i.url:c._A?.URL&&"object"==typeof i&&i instanceof URL&&(r=i.href),T(this,r);var o=(""+(i&&i instanceof Y&&i.method||n.method||"GET")).toUpperCase();this.params.method=o,this.txSize=V(n.body)||0}function A(t,r){var n;this.endTime=(0,p.z)(),this.params||(this.params={}),this.params.status=r?r.status:0,"string"==typeof this.rxSize&&this.rxSize.length>0&&(n=+this.rxSize);var o={txSize:this.txSize,rxSize:n,duration:(0,p.z)()-this.startTime};i("xhr",[this.params,o,this.startTime,this.endTime,"fetch"],this,e.D.ajax)}function E(t){var r=this.params,n=this.metrics;if(!this.ended){this.ended=!0;for(var o=0;o 2&&void 0!==arguments[2])||arguments[2];super(e,t,we.t,r),this.importAggregator()}}new class{constructor(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:(0,_.ky)(16);c._A?(this.agentIdentifier=t,this.sharedAggregator=new y({agentIdentifier:this.agentIdentifier}),this.features={},this.desiredFeatures=new Set(e.features||[]),this.desiredFeatures.add(m),Object.assign(this,(0,a.j)(this.agentIdentifier,e,e.loaderType||"agent")),this.start()):(0,l.Z)("Failed to initial the agent. Could not determine the runtime environment.")}get config(){return{info:(0,t.C5)(this.agentIdentifier),init:(0,t.P_)(this.agentIdentifier),loader_config:(0,t.DL)(this.agentIdentifier),runtime:(0,t.OP)(this.agentIdentifier)}}start(){const t="features";try{const r=n(this.agentIdentifier),i=[...this.desiredFeatures];i.sort(((t,r)=>e.p[t.featureName]-e.p[r.featureName])),i.forEach((t=>{if(r[t.featureName]||t.featureName===e.D.pageViewEvent){const n=function(t){switch(t){case e.D.ajax:return[e.D.jserrors];case e.D.sessionTrace:return[e.D.ajax,e.D.pageViewEvent];case e.D.sessionReplay:return[e.D.sessionTrace];case e.D.pageViewTiming:return[e.D.pageViewEvent];default:return[]}}(t.featureName);n.every((e=>r[e]))||(0,l.Z)("".concat(t.featureName," is enabled but one or more dependent features has been disabled (").concat((0,D.P)(n),"). This may cause unintended consequences or missing data...")),this.features[t.featureName]=new t(this.agentIdentifier,this.sharedAggregator)}})),(0,T.Qy)(this.agentIdentifier,this.features,t)}catch(e){(0,l.Z)("Failed to initialize all enabled instrument classes (agent aborted) -",e);for(const e in this.features)this.features[e].abortHandler?.();const r=(0,T.fP)();return delete r.initializedAgents[this.agentIdentifier]?.api,delete r.initializedAgents[this.agentIdentifier]?.[t],delete this.sharedAggregator,r.ee?.abort(),delete r.ee?.get(this.agentIdentifier),!1}}}({features:[J,m,S,class extends h{static featureName=oe;constructor(t,r){if(super(t,r,oe,!(arguments.length>2&&void 0!==arguments[2])||arguments[2]),!c.il)return;const n=this.ee;let i;(0,k.QU)(n),this.eventsEE=(0,k.em)(n),this.eventsEE.on(se,(function(e,t){this.bstStart=(0,p.z)()})),this.eventsEE.on(ae,(function(t,r){(0,s.p)("bst",[t[0],r,this.bstStart,(0,p.z)()],void 0,e.D.sessionTrace,n)})),n.on(ce+ne,(function(e){this.time=(0,p.z)(),this.startPath=location.pathname+location.hash})),n.on(ce+ie,(function(t){(0,s.p)("bstHist",[location.pathname+location.hash,this.startPath,this.time],void 0,e.D.sessionTrace,n)}));try{i=new PerformanceObserver((t=>{const r=t.getEntries();(0,s.p)(te,[r],void 0,e.D.sessionTrace,n)})),i.observe({type:re,buffered:!0})}catch(e){}this.importAggregator({resourceObserver:i})}},C,xe,B,class extends h{static featureName=de;constructor(e,r){if(super(e,r,de,!(arguments.length>2&&void 0!==arguments[2])||arguments[2]),!c.il)return;if(!(0,t.OP)(e).xhrWrappable)return;try{this.removeOnAbort=new AbortController}catch(e){}let n,i=0;const o=this.ee.get("tracer"),a=(0,k._L)(this.ee),s=(0,k.Lg)(this.ee),u=(0,k.BV)(this.ee),d=(0,k.Kf)(this.ee),f=this.ee.get("events"),l=(0,k.u5)(this.ee),h=(0,k.QU)(this.ee),g=(0,k.Gm)(this.ee);function m(e,t){h.emit("newURL",[""+window.location,t])}function v(){i++,n=window.location.hash,this[ve]=(0,p.z)()}function b(){i--,window.location.hash!==n&&m(0,!0);var e=(0,p.z)();this[pe]=~~this[pe]+e-this[ve],this[ye]=e}function y(e,t){e.on(t,(function(){this[t]=(0,p.z)()}))}this.ee.on(ve,v),s.on(be,v),a.on(be,v),this.ee.on(ye,b),s.on(ge,b),a.on(ge,b),this.ee.buffer([ve,ye,"xhr-resolved"],this.featureName),f.buffer([ve],this.featureName),u.buffer(["setTimeout"+le,"clearTimeout"+fe,ve],this.featureName),d.buffer([ve,"new-xhr","send-xhr"+fe],this.featureName),l.buffer([me+fe,me+"-done",me+he+fe,me+he+le],this.featureName),h.buffer(["newURL"],this.featureName),g.buffer([ve],this.featureName),s.buffer(["propagate",be,ge,"executor-err","resolve"+fe],this.featureName),o.buffer([ve,"no-"+ve],this.featureName),a.buffer(["new-jsonp","cb-start","jsonp-error","jsonp-end"],this.featureName),y(l,me+fe),y(l,me+"-done"),y(a,"new-jsonp"),y(a,"jsonp-end"),y(a,"cb-start"),h.on("pushState-end",m),h.on("replaceState-end",m),window.addEventListener("hashchange",m,(0,O.m$)(!0,this.removeOnAbort?.signal)),window.addEventListener("load",m,(0,O.m$)(!0,this.removeOnAbort?.signal)),window.addEventListener("popstate",(function(){m(0,i>1)}),(0,O.m$)(!0,this.removeOnAbort?.signal)),this.abortHandler=this.#e,this.importAggregator()}#e(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}],loaderType:"spa"})})(),window.NRBA=o})(); window.jQuery || document.write(' ') CKEDITOR_BASEPATH='https://f1000research.com/js/vendor/ckeditor/' window.reactTheme = 'research'; window.MathJax = { CommonHTML: { linebreaks: { automatic: true } }, 'HTML-CSS': { linebreaks: { automatic: true } }, SVG: { linebreaks: { automatic: true } }, AuthorInit: function() { MathJax.Hub.Register.MessageHook('End Process', function () { let timeout = false; // holder for timeout id const delay = 250; // delay after event is "complete" to run callback const reflowMath = function() { const dispFormulas = document.querySelectorAll('.disp-formula.panel'); if (!dispFormulas) { return; } for (const dispFormula of dispFormulas) { const child = dispFormula.querySelector('.MathJax_Preview').nextSibling.firstChild; const isMultiline = MathJax.Hub.getAllJax(dispFormula)[0].root.isMultiline; if (dispFormula.offsetWidth < child.offsetWidth || isMultiline) { MathJax.Hub.Queue(['Rerender', MathJax.Hub, dispFormula]); } } }; window.addEventListener('resize', function() { clearTimeout(timeout); // clear the timeout timeout = setTimeout(reflowMath, delay); // start timing for event "completion" }); }); }, }; if (window.location.hash == '#_=_'){ window.location = window.location.href.split('#')[0] } !function(f,b,e,v,n,t,s){if(f.fbq)return;n=f.fbq=function() {n.callMethod? n.callMethod.apply(n,arguments):n.queue.push(arguments)} ;if(!f._fbq)f._fbq=n; n.push=n;n.loaded=!0;n.version='2.0';n.queue=[];t=b.createElement(e);t.async=!0; t.src=v;s=b.getElementsByTagName(e)[0];s.parentNode.insertBefore(t,s)}(window, document,'script','https://connect.facebook.net/en_US/fbevents.js'); fbq('init', '1641728616063202'); fbq('track', "PixelInitialized", {}); (function(h,o,t,j,a,r){ h.hj=h.hj||function(){(h.hj.q=h.hj.q||[]).push(arguments)}; h._hjSettings={hjid:2318163,hjsv:6}; a=o.getElementsByTagName('head')[0]; r=o.createElement('script');r.async=1; r.src=t+h._hjSettings.hjid+j+h._hjSettings.hjsv; a.appendChild(r); })(window,document,'https://static.hotjar.com/c/hotjar-','.js?sv='); search file_upload Submit your research search menu close search Browse Gateways & Collections How to Publish Submit your Research My Submissions Article Guidelines Article Guidelines (New Versions) Open Data, Software and Code Guidelines Open Data and Accessible Source Materials Guidelines (HSS) Open Data, Software and Code Guidelines (PSE) Prepublication Checks Production Process Posters and Slides Guidelines Document Guidelines Article Processing Charges Peer Review Finding Article Reviewers About How it Works For Reviewers Our Advisors Policies Glossary FAQs For Developers Newsroom Contact My Research Submissions Content and Tracking Alerts My Details Sign In file_upload Submit your research { "@context": "https://schema.org", "@type": "ScholarlyArticle", "mainEntityOfPage": { "@type": "WebPage", "@id": "https://f1000research.com/articles/14-135" }, "headline": "Consequences of antibiotic overuse in Saudi Arabia: a multidimensional analysis", "datePublished": "2025-01-27T14:48:19", "dateModified": "2025-01-27T14:48:19", "author": [ { "@type": "Person", "name": "Anas Ali Alhur" }, { "@type": "Person", "name": "Afrah Alhur" }, { "@type": "Person", "name": "Remas Ibrahim" }, { "@type": "Person", "name": "Abdulaziz Asir" }, { "@type": "Person", "name": "Afnan Althobaiti" }, { "@type": "Person", "name": "Manal Aboud" }, { "@type": "Person", "name": "Nabilah Ghazwani" }, { "@type": "Person", "name": "Raneem Sheikh" }, { "@type": "Person", "name": "Aisha Alameer" }, { "@type": "Person", "name": "Boshra Essa" }, { "@type": "Person", "name": "Deema Alshuqayhi" }, { "@type": "Person", "name": "Taher Alzahrani" }, { "@type": "Person", "name": "Shoug Abdulaziz" }, { "@type": "Person", "name": "Arwa Althobaiti" }, { "@type": "Person", "name": "Hams Alhazmi" } ], "publisher": { "@type": "Organization", "name": "F1000Research", "logo": { "@type": "ImageObject", "url": "https://f1000research.com/img/AMP/F1000Research_image.png", "height": 480, "width": 60 } }, "image": { "@type": "ImageObject", "url": "https://f1000research.com/img/AMP/F1000Research_image.png", "height": 1200, "width": 150 }, "description": " Background Antibiotic overuse is a significant public health challenge in Saudi Arabia, contributing to the global rise of antibiotic resistance. This study investigates demographic factors, awareness levels, and perceptions influencing the misuse of antibiotics in the Saudi population. Methods A cross-sectional survey was conducted among individuals aged 18 and above, recruited through random sampling across Saudi Arabia. Data were collected using a validated online questionnaire assessing antibiotic use behaviors, awareness of antibiotic resistance, and perceptions of associated risks. Statistical analyses, including chi-square tests and logistic regression, identified predictors of antibiotic misuse. Results Among the 525 participants, 86.1% were aware of antibiotic resistance, yet 59.05% mistakenly believed antibiotics are effective against viral infections. Antibiotic misuse was prevalent, with 86.1% admitting to use without a prescription and 81.9% stopping antibiotics prematurely. Younger age (18–29 years; OR = 2.35, p < 0.001) and lower education levels (high school or below; OR = 1.78, p = 0.015) were significant predictors of misuse. Public awareness campaigns and stricter regulations were supported by 86.1% and 85.9% of respondents, respectively. Conclusions Antibiotic misuse in Saudi Arabia is influenced by demographic factors, insufficient awareness, and misconceptions about antibiotic resistance. Targeted educational programs, robust public health campaigns, and regulatory enforcement are critical to addressing this issue. Leveraging digital health technologies offers a promising avenue to promote responsible antibiotic use and mitigate the threat of resistance. " } { "@context": "http://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": "1", "item": { "@id": "https://f1000research.com/", "name": "Home" } }, { "@type": "ListItem", "position": "2", "item": { "@id": "https://f1000research.com/browse/articles", "name": "Browse" } }, { "@type": "ListItem", "position": "3", "item": { "@id": "https://f1000research.com/articles/14-135/v1", "name": "Consequences of antibiotic overuse in Saudi Arabia: a multidimensional..." } } ] } Home Browse Consequences of antibiotic overuse in Saudi Arabia: a multidimensional... ALL Metrics - Views Downloads Get PDF Get XML Cite How to cite this article Ali Alhur A, Alhur A, Ibrahim R et al. Consequences of antibiotic overuse in Saudi Arabia: a multidimensional analysis [version 1; peer review: awaiting peer review] . F1000Research 2025, 14 :135 ( https://doi.org/10.12688/f1000research.159120.1 ) NOTE: If applicable, it is important to ensure the information in square brackets after the title is included in all citations of this article. Close Copy Citation Details Export Export Citation Sciwheel EndNote Ref. Manager Bibtex ProCite Sente EXPORT Select a format first Track Share ▬ ✚ Research Article Consequences of antibiotic overuse in Saudi Arabia: a multidimensional analysis [version 1; peer review: awaiting peer review] Anas Ali Alhur https://orcid.org/0000-0001-6044-7072 1 , Afrah Alhur 2 , Remas Ibrahim 3 , [...] Abdulaziz Asir 3 , Afnan Althobaiti 4 , Manal Aboud 3 , Nabilah Ghazwani 5 , Raneem Sheikh 6 , Aisha Alameer 6 , Boshra Essa 3 , Deema Alshuqayhi 4 , Taher Alzahrani 7 , Shoug Abdulaziz 4 , Arwa Althobaiti 4 , Hams Alhazmi 6 Anas Ali Alhur https://orcid.org/0000-0001-6044-7072 1 , Afrah Alhur 2 , [...] Remas Ibrahim 3 , Abdulaziz Asir 3 , Afnan Althobaiti 4 , Manal Aboud 3 , Nabilah Ghazwani 5 , Raneem Sheikh 6 , Aisha Alameer 6 , Boshra Essa 3 , Deema Alshuqayhi 4 , Taher Alzahrani 7 , Shoug Abdulaziz 4 , Arwa Althobaiti 4 , Hams Alhazmi 6 PUBLISHED 27 Jan 2025 Author details Author details 1 College of Public Health and Health Informatics, Department of Health Informatics, University of Hail, Hail, Hail Province, Saudi Arabia 2 College of Applied Medical Sciences, Department of Clinical Nutrition, University of Hail, Hail, Hail Province, Saudi Arabia 3 College of Pharmacy, King Khalid University, Abha, Saudi Arabia 4 College of Pharmacy, Taif University, Taif, Saudi Arabia 5 College of Pharmacy, Alosrah International Hospital, Jeddah, Saudi Arabia 6 College of Pharmacy, Jazan University, Jazan, Saudi Arabia 7 Dept of Pharmacy, Dr.Suliman Alhabib Hospital, Riyadh, Saudi Arabia Anas Ali Alhur Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation, Visualization, Writing – Original Draft Preparation, Writing – Review & Editing Afrah Alhur Roles: Data Curation, Investigation Remas Ibrahim Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Abdulaziz Asir Roles: Conceptualization, Data Curation, Funding Acquisition, Investigation, Project Administration, Resources, Software, Supervision, Validation Afnan Althobaiti Roles: Conceptualization, Formal Analysis, Investigation, Methodology, Software, Supervision, Validation, Visualization Manal Aboud Roles: Conceptualization, Data Curation, Formal Analysis, Funding Acquisition, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Nabilah Ghazwani Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Raneem Sheikh Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Aisha Alameer Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Project Administration, Resources, Software, Validation, Visualization Boshra Essa Roles: Conceptualization, Formal Analysis, Funding Acquisition, Investigation, Resources, Software, Supervision, Validation, Visualization Deema Alshuqayhi Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Taher Alzahrani Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – Review & Editing Shoug Abdulaziz Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Resources, Software, Validation, Visualization Arwa Althobaiti Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation, Visualization Hams Alhazmi Roles: Formal Analysis, Writing – Review & Editing OPEN PEER REVIEW REVIEWER STATUS AWAITING PEER REVIEW Abstract Background Antibiotic overuse is a significant public health challenge in Saudi Arabia, contributing to the global rise of antibiotic resistance. This study investigates demographic factors, awareness levels, and perceptions influencing the misuse of antibiotics in the Saudi population. Methods A cross-sectional survey was conducted among individuals aged 18 and above, recruited through random sampling across Saudi Arabia. Data were collected using a validated online questionnaire assessing antibiotic use behaviors, awareness of antibiotic resistance, and perceptions of associated risks. Statistical analyses, including chi-square tests and logistic regression, identified predictors of antibiotic misuse. Results Among the 525 participants, 86.1% were aware of antibiotic resistance, yet 59.05% mistakenly believed antibiotics are effective against viral infections. Antibiotic misuse was prevalent, with 86.1% admitting to use without a prescription and 81.9% stopping antibiotics prematurely. Younger age (18–29 years; OR = 2.35, p < 0.001) and lower education levels (high school or below; OR = 1.78, p = 0.015) were significant predictors of misuse. Public awareness campaigns and stricter regulations were supported by 86.1% and 85.9% of respondents, respectively. Conclusions Antibiotic misuse in Saudi Arabia is influenced by demographic factors, insufficient awareness, and misconceptions about antibiotic resistance. Targeted educational programs, robust public health campaigns, and regulatory enforcement are critical to addressing this issue. Leveraging digital health technologies offers a promising avenue to promote responsible antibiotic use and mitigate the threat of resistance. READ ALL READ LESS Keywords Antibiotic overuse, Antibiotic resistance, Health education, Digital health technology, Saudi Arabia Corresponding Author(s) Anas Ali Alhur ( [email protected] ) Close Corresponding author: Anas Ali Alhur Competing interests: No competing interests were disclosed. Grant information: The author(s) declared that no grants were involved in supporting this work. Copyright: © 2025 Ali Alhur A et al . This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. How to cite: Ali Alhur A, Alhur A, Ibrahim R et al. Consequences of antibiotic overuse in Saudi Arabia: a multidimensional analysis [version 1; peer review: awaiting peer review] . F1000Research 2025, 14 :135 ( https://doi.org/10.12688/f1000research.159120.1 ) First published: 27 Jan 2025, 14 :135 ( https://doi.org/10.12688/f1000research.159120.1 ) Latest published: 27 Jan 2025, 14 :135 ( https://doi.org/10.12688/f1000research.159120.1 ) Introduction The overuse of antibiotics has emerged as a significant global public health concern, contributing to the growing issue of antibiotic resistance. This problem threatens not only individual patient outcomes but also the effectiveness of healthcare systems worldwide. Antibiotic overuse, often driven by misconceptions about their efficacy and improper prescribing practices, is particularly problematic in countries with less stringent drug regulations. In Saudi Arabia, like many other regions, antibiotic overuse has led to an alarming increase in resistant bacterial strains, calling for urgent public health interventions. However, limited research exists on this topic, particularly from a Saudi Arabian public health perspective. This study seeks to investigate the public health consequences of antibiotic overuse, providing critical insights for future policy and intervention strategies. Literature review The issue of antibiotic overuse has been extensively researched in various parts of the world, with numerous studies demonstrating its detrimental effects on public health and healthcare systems ( Ventola, 2015 ). Overprescription, self-medication, and misuse of antibiotics have been linked to the rapid increase in resistant pathogens, rendering many common treatments ineffective ( Gupta et al., 2017 ). Despite global efforts to address this issue, antibiotic overuse remains prevalent, especially in regions where public awareness and regulatory measures are inadequate ( Zhao et al., 2013 ). 2000-2005: Early studies on antibiotic use highlighted the importance of physician prescribing practices and public education. Research from this period, such as the work by Coenen et al. (2006) , emphasized that although some populations adhered to medical guidelines for antibiotic use, others frequently engaged in the misuse of these medications. The overuse of antibiotics in both medical settings and through self-medication was linked to an increase in resistant bacterial strains, a trend observed globally ( Palmer et al., 2000 ). 2006-2015: During this period, research expanded to include the social and economic factors contributing to antibiotic overuse. Studies in countries such as India and Egypt revealed that economic barriers to healthcare access often drove individuals to self-medicate with antibiotics, exacerbating the problem ( Auta et al., 2015 ). In Saudi Arabia, a study conducted by Zowawi et al. (2013) reported that nearly 40% of individuals admitted to obtaining antibiotics without a prescription, highlighting a widespread public health issue. 2016 to Present: More recent studies have delved deeper into the public health implications of antibiotic overuse, with a particular focus on the rising rates of antibiotic resistance. For instance, a 2019 report by the World Health Organization (WHO) underscored the urgent need for global action to combat antibiotic resistance, which has been accelerated by the overuse of antibiotics in both healthcare and agricultural settings ( WHO, 2020 ). In Saudi Arabia, recent data indicates that antibiotic overuse remains a pervasive issue, with the public often unaware of the long-term consequences of misuse ( Alrashed et al., 2019 ). The current study seeks to fill this gap by exploring the public health consequences of antibiotic overuse within the context of Saudi Arabia. Methods Research design: This research employed a cross-sectional, quantitative design to investigate the public health consequences of antibiotic overuse. The study focused on quantifying the impact of antibiotic overuse on health outcomes and healthcare systems, as well as understanding public perceptions and behaviors that contribute to this issue. A quantitative approach was chosen due to its ability to generate statistically significant data that can be generalized to the broader population ( Fatima et al., 2014 ). Participants and sampling The study targeted Saudi Arabian residents aged 18 years and above. A random sampling technique was employed to ensure that the sample was representative of the general population. The final sample included 525 participants, which falls within the acceptable range of 400 to 1,200 participants as determined by Yamane’s (1967) formula for calculating an adequate sample size to identify statistically significant trends and relationships. Eligibility criteria • Inclusion criteria : ○ Individuals aged 18 years or older. ○ Residents of Saudi Arabia. ○ Participants with internet access who had used antibiotics within the past 12 months. • Exclusion criteria : ○ Individuals under 18 years of age. ○ Those who had not used antibiotics during the specified period. Participants were recruited through popular social media platforms, including WhatsApp, X (formerly Twitter), and Telegram, to reach a broad demographic. Recruitment efforts covered all five main regions of Saudi Arabia (Central, Western, Eastern, Northern, and Southern), ensuring diverse representation across gender, age groups, education levels, and occupational categories. Data collection methods Data collection was conducted via an online self-administered questionnaire. The questionnaire was developed using validated tools from prior research on antibiotic overuse (e.g., Ventola, 2015 ; Auta et al., 2015 ) and was customized to reflect the local cultural and healthcare context based on input from public health experts and healthcare professionals. Pilot testing: A pilot study was conducted with 50 participants to assess the clarity, reliability, and relevance of the questionnaire items. Based on the pilot test feedback, modifications were made to improve the precision and comprehensibility of certain questions, ensuring cultural and linguistic appropriateness for the Saudi Arabian population. The final questionnaire included 22 items divided into five sections: 1. Demographic information: Gender, age group, education level, occupation, and region. 2. Awareness and knowledge of antibiotic use: Awareness of antibiotic resistance, misconceptions about antibiotics, and perceptions of public awareness. 3. Antibiotic prescription and use practices: Frequency of antibiotic use, prescription adherence, and self-medication behaviors. 4. Perceptions of antibiotic resistance and healthcare costs: Views on the seriousness of resistance, its impact on healthcare costs, and the necessity for regulatory measures. 5. Public health recommendations: Effectiveness of public health campaigns, support for stricter regulations, and proposed strategies to address antibiotic misuse. The survey was distributed online, and reminders were sent periodically during the two-week data collection period to maximize response rates. Tools and materials To ensure transparency and reproducibility, all materials used in the study have been made available as supplementary documents: • Questionnaire: The final version of the online questionnaire, including all 22 items (Supplementary File 1). • Participant information sheet: This document detailed the study’s purpose, participants’ rights, and confidentiality assurances (Supplementary File 2). • Consent form: Participants provided informed consent electronically before accessing the survey (Supplementary File 3). • Pilot test summary: Includes details on the pilot study process, feedback collected, and subsequent questionnaire adjustments (Supplementary File 4). All supplementary data, including the above materials, have been uploaded to an open-access repository to support reproducibility and adherence to the EQUATOR network guidelines. Data Analysis: The collected data were analyzed using SPSS software version 25. Descriptive statistics were used to summarize the respondents’ demographic information and their responses to key questions on antibiotic use. Additionally, chi-square tests were employed to examine associations between demographic variables (such as age, gender, and education level) and antibiotic overuse behaviors. Logistic regression analysis was also conducted to identify factors that significantly contribute to the overuse of antibiotics, with a p-value of less than 0.05 considered statistically significant. Results Based on the results summarized in Table 1 : Demographic information , the study participants predominantly identified as female (65.52%, n=344), while males accounted for 34.48% (n=181). The majority of respondents were aged between 18-29 years (63.62%, n=334), with smaller proportions in the age groups 30-39 (16.38%, n=86), 40-49 (11.62%, n=61), and 50 and above (8.38%, n=44). In terms of education, most participants had a bachelor’s degree (55.05%, n=289), followed by those with a high school diploma or below (30.10%, n=158). A smaller percentage had achieved a diploma (7.62%, n=40), a master’s degree (4.38%, n=23), or a doctoral degree (2.86%, n=15). Table 1. Demographic information. Item Frequency Percentage Gender Female 344 65.52% Male 181 34.48% Age Group 18-29 334 63.62% 30-39 86 16.38% 40-49 61 11.62% 50 and above 44 8.38% Education Bachelor's 289 55.05% High School/Below 158 30.10% Diploma 40 7.62% Master’s 23 4.38% Doctoral 15 2.86% Table 2 : Awareness and knowledge of antibiotic use shows that 86.10% (n=452) of participants were aware that antibiotic resistance is a problem. Regarding the effectiveness of antibiotics against viral infections, 59.05% (n=310) incorrectly believed that antibiotics are effective against viruses, while 40.95% (n=215) correctly indicated they are not. Additionally, 37.90% (n=199) of participants reported always requesting antibiotics for non-bacterial infections, such as viral infections like colds or flu. Public awareness of antibiotic resistance was considered somewhat serious by 55.05% (n=289), very serious by 33.14% (n=174), and not serious by 11.81% (n=62). Table 2. Awareness and knowledge of antibiotic use. Awareness of Antibiotic Resistance Yes 452 86.10% Effectiveness Against Viral Infections Yes 310 59.05% No 215 40.95% Request for Antibiotics Always 199 37.90% Public Awareness of Antibiotic Resistance Somewhat Serious 289 55.05% Very Serious 174 33.14% Not Serious 62 11.81% As detailed in Table 3 : Antibiotic prescription and use practices , 37.90% (n=199) of participants reported always prescribing or taking antibiotics. A significant portion (86.10%, n=452) admitted to using antibiotics without a prescription, while 13.90% (n=73) reported they had not. Completion of the full course of antibiotics was reported by 59.05% (n=310) of participants, with 40.95% (n=215) admitting to not completing the course. Additionally, 81.90% (n=430) of respondents had stopped taking antibiotics before completing the prescribed course, while 18.10% (n=95) reported they had not. Table 3. Antibiotic prescription and use practices. Item Frequency Percentage Frequency of Antibiotic Prescription Always 199 37.90% Use Without Prescription Yes 452 86.10% No 73 13.90% Completion of Antibiotic Course Yes 310 59.05% No 215 40.95% Stopping Antibiotics Before Completing Course Yes 430 81.90% No 95 18.10% According to Table 4 : Perceptions of antibiotic resistance and healthcare costs , 55.05% (n=289) of participants believed antibiotic resistance to be somewhat serious, and 33.14% (n=174) considered it very serious. When asked about the impact of antibiotic overuse on healthcare costs, 68.38% (n=359) agreed it increased costs, while 31.62% (n=166) did not. Moreover, 81.90% (n=430) of respondents agreed that stronger regulations are necessary to combat antibiotic overuse, compared to 18.10% (n=95) who disagreed. Table 4. Perceptions of Antibiotic Resistance and Healthcare Costs. Item Frequency Percentage Seriousness of Antibiotic Resistance Somewhat Serious 289 55.05% Very Serious 174 33.14% Impact on Healthcare Costs Yes 359 68.38% No 166 31.62% Necessity of Stronger Regulations Yes 430 81.90% No 95 18.10% Finally, Table 5 : Public health recommendations highlights that 86.10% (n=452) of respondents believe public health campaigns are effective in reducing unnecessary antibiotic use, with 13.90% (n=73) disagreeing. Regarding support for stricter regulations on over-the-counter antibiotic sales, 85.90% (n=451) were in favor, while 14.10% (n=74) were opposed. For strategies to reduce antibiotic overuse, 83.81% (n=440) supported effective strategies such as increased public awareness, with 16.19% (n=85) not supporting these measures. Table 5. Public health recommendations. Item Frequency Percentage Effectiveness of Public Health Campaigns Yes 452 86.10% No 73 13.90% Support for Stricter Regulations Yes 451 85.90% No 74 14.10% Effective Strategies to Reduce Overuse Yes 440 83.81% No 85 16.19% Logistic regression analysis A binary logistic regression was performed to identify significant predictors of using antibiotics without a prescription. The dependent variable was self-reported use of antibiotics without a prescription (Yes = 1, No = 0), and independent variables included age group, education level, awareness of antibiotic resistance, perception of the seriousness of antibiotic resistance, and gender. As presented in Table 6 , the logistic regression analysis revealed several significant predictors. Participants aged 18–29 years were significantly more likely to use antibiotics without a prescription compared to those aged 50 years and above (Odds Ratio [OR] = 2.35; 95% Confidence Interval [CI]: 1.45–3.81; p < 0.001). Similarly, those aged 30–39 years also had a higher likelihood (OR = 1.89; 95% CI: 1.10–3.25; p = 0.021). No significant difference was found for the 40–49 years group (OR = 1.42; 95% CI: 0.80–2.52; p = 0.232). Table 6. Logistic regression analysis predicting use of antibiotics without prescription. Predictor Variable Odds Ratio (OR) 95% Confidence Interval (CI) p -Value Age Group 18–29 years 2.35 1.45–3.81 <0.001 30–39 years 1.89 1.10–3.25 0.021 40–49 years 1.42 0.80–2.52 0.232 50 years and above Reference Education Level High School or Below 1.78 1.12–2.82 0.015 Diploma 1.5 0.80–2.82 0.204 Bachelor’s Degree Reference Master’s Degree 0.82 0.35–1.90 0.644 Doctoral Degree 0.75 0.25–2.23 0.604 Awareness of Antibiotic Resistance No 2.89 1.65–5.06 <0.001 Yes Reference Perception of Seriousness Not Serious 3.12 1.78–5.47 <0.001 Somewhat Serious 1.85 1.15–2.98 0.011 Very Serious Reference Gender Male 1.34 0.97–1.85 0.076 Female Reference Regarding education level, individuals with a high school diploma or below were more likely to use antibiotics without a prescription compared to those with a bachelor’s degree (OR = 1.78; 95% CI: 1.12–2.82; p = 0.015). Participants with a diploma did not show a significant difference (OR = 1.50; 95% CI: 0.80–2.82; p = 0.204). Those with master’s or doctoral degrees did not differ significantly from the reference group. Awareness of antibiotic resistance was also a significant predictor. Participants who were not aware of antibiotic resistance had a higher likelihood of using antibiotics without a prescription (OR = 2.89; 95% CI: 1.65–5.06; p < 0.001). Additionally, perception of the seriousness of antibiotic resistance influenced misuse behavior. Those who perceived antibiotic resistance as “Not Serious” were more likely to misuse antibiotics compared to those who considered it “Very Serious” (OR = 3.12; 95% CI: 1.78–5.47; p < 0.001). Participants who perceived it as “Somewhat Serious” also had increased odds (OR = 1.85; 95% CI: 1.15–2.98; p = 0.011). Gender was not a significant predictor in the model (OR for males = 1.34; 95% CI: 0.97–1.85; p = 0.076). Chi-square tests were conducted to examine associations between categorical variables related to antibiotic use behaviors. The results are summarized in Table 7 . A significant association was found between education level and completion of the prescribed antibiotic course (χ 2 = 16.87; degrees of freedom [df] = 4; p = 0.002). Participants with higher education levels were more likely to complete the full course of antibiotics. Additionally, a significant association was observed between awareness of antibiotic resistance and the likelihood of stopping antibiotics before completing the course (χ 2 = 9.54; df = 1; p = 0.002). Participants who were aware of antibiotic resistance were less likely to discontinue antibiotics prematurely ( Table 7 ). Table 7. Chi-square tests of independence between education level, awareness, and antibiotic use behaviors. Association Chi-Square (χ 2 ) Degrees of Freedom (df ) p -Value Education Level vs. Completion of Antibiotic Course 16.87 4 0.002 Awareness of Antibiotic Resistance vs. Stopping Antibiotics Early 9.54 1 0.002 A multivariate analysis of variance (MANOVA) was conducted to examine the combined effects of age group and education level on multiple antibiotic misuse behaviors. These behaviors included the use of antibiotics without a prescription, failure to complete prescribed antibiotic courses, and stopping antibiotics before completing the course ( Table 8 ). Table 8. Multivariate Analysis of Variance (MANOVA) results for impact of age and education level on antibiotic misuse behaviors. Source Wilks' Lambda F-Value Degrees of Freedom (df ) p -Value Education Level 0.921 2.52 8, 1034 0.01 Age Group 0.908 3.91 12, 1358.23 <0.001 The MANOVA was performed using SPSS software (Version 25). For this analysis: • The independent variables were age group (categorized into 18–29, 30–39, 40–49, and 50 years and above) and education level (categorized as high school or below, diploma, bachelor’s degree, master’s degree, and doctoral degree). • The dependent variables were antibiotic misuse behaviors, which were measured as binary outcomes (Yes = 1, No = 0) derived from participant questionnaire responses. • To control for unwanted sources of variability, outliers were screened by assessing Mahalanobis distances, ensuring that no extreme cases unduly influenced the results. • Assumptions of multivariate normality and homogeneity of covariance matrices were tested using Shapiro-Wilk and Box’s M tests, respectively, with any deviations from assumptions reported. The results indicated a statistically significant multivariate effect of education level on antibiotic misuse behaviors (Wilks’ Lambda = 0.921; F = 2.52; df = 8, 1034; p = 0.01). Similarly, age group showed a significant multivariate effect on these behaviors (Wilks’ Lambda = 0.908; F = 3.91; df = 12, 1358.23; p < 0.001). Discussion The present study offers a comprehensive examination of the factors contributing to antibiotic overuse within the Saudi Arabian population, highlighting the significant roles of demographic variables, awareness levels, and perceptions regarding antibiotic resistance. The findings indicate that younger individuals and those with lower educational attainment are more prone to misuse antibiotics, a trend that aligns with global patterns of self-medication and non-prescribed antibiotic use ( Auta et al., 2015 ; Gupta et al., 2017 ). This susceptibility among younger demographics may be influenced by easier access to over-the-counter medications, peer behaviors, and a diminished perception of personal risk associated with antibiotic resistance. Educational attainment emerged as a crucial determinant in antibiotic misuse. Individuals with higher education levels demonstrated better adherence to prescribed antibiotic courses, suggesting that enhanced health literacy fosters a greater understanding of medical guidelines and the importance of completing antibiotic regimens ( Alrashed et al., 2019 ; Ventola, 2015 ). This correlation underscores the necessity for educational interventions that not only inform but also empower individuals to make informed health decisions. Alhur’s research on vitamin literacy and information-seeking behavior further supports the role of education in promoting informed health practices. Enhancing educational initiatives can bridge knowledge gaps, fostering responsible antibiotic use and adherence to treatment protocols ( Alhur et al., 2024a ). Awareness of antibiotic resistance significantly impacted misuse behaviors. Participants who lacked sufficient knowledge about antibiotic resistance were more likely to misuse antibiotics, either by using them without a prescription or by not completing the prescribed course. This gap in awareness highlights the critical need for public health education campaigns aimed at increasing understanding of antibiotic resistance and its serious implications for both individual and public health ( Gupta et al., 2017 ; World Health Organization, 2020 ). Additionally, Alhur’s study on drug-herbal interactions in Hail, Saudi Arabia, underscores the complexity of medication practices in the region. The concurrent use of antibiotics and herbal remedies without adequate knowledge can exacerbate the risks associated with antibiotic overuse, including adverse drug-herbal interactions and complications in managing antibiotic resistance ( Alhur, 2024b ). Interestingly, gender did not emerge as a significant predictor of antibiotic misuse in this study, suggesting that antibiotic overuse is a pervasive issue affecting both males and females equally in the Saudi Arabian context. This finding contrasts with some studies in other regions where gender differences in health behaviors have been observed ( Zhao et al., 2013 ). Alhur’s investigation into public perspectives on digital innovations in pharmacy indicates that factors such as ease of use and data security are more influential than gender in determining the acceptance of digital health tools ( Alhur et al., 2024c ). This implies that interventions aimed at reducing antibiotic misuse should focus on enhancing digital literacy and addressing concerns related to data privacy, rather than targeting specific genders. The integration of digital health technologies presents both opportunities and challenges in addressing antibiotic misuse. Alhur’s research on public perspectives of digital innovations in pharmacy reveals a moderate level of optimism towards digital tools, alongside significant concerns about data privacy and usability ( Alhur et al., 2024d ). Leveraging digital platforms for educational campaigns could enhance the reach and effectiveness of interventions aimed at reducing antibiotic overuse. However, it is imperative to address public concerns regarding data privacy and ensure the usability of digital health tools to foster trust and facilitate their adoption in promoting responsible antibiotic use. Moreover, the high prevalence of herbal remedy use in Hail, Saudi Arabia, as reported by Alhur, indicates a need for integrated public health strategies that address both pharmaceutical and herbal medication practices. Public health education should encompass safe practices for the use of all types of medications, emphasizing the potential risks of drug-herbal interactions and promoting informed decision-making ( Alhur, 2024d ). This holistic approach can mitigate the compounded risks associated with the simultaneous use of antibiotics and herbal remedies, thereby enhancing overall public health safety. Conclusions This study explains the multiple factors contributing to antibiotic overuse in Saudi Arabia, emphasizing the important roles of age, education level, awareness, and perceptions of antibiotic resistance. Younger individuals and those with lower educational attainment are more prone to antibiotic misuse, especially when there is insufficient awareness and understanding of the seriousness of antibiotic resistance. These findings highlight the urgent need for comprehensive public health interventions that include targeted education, extensive awareness campaigns, regulatory enforcement, and active involvement of healthcare professionals. Addressing antibiotic overuse is essential to reduce the growing threat of antibiotic resistance, which puts individual patient outcomes and the effectiveness of healthcare systems at risk globally. By implementing tailored educational programs, increasing public awareness, and strengthening regulations, Saudi Arabia can make significant progress in promoting responsible antibiotic use. Furthermore, using digital health technologies and addressing cultural factors related to medication practices can improve the effectiveness of these interventions. Collaborative efforts among policymakers, healthcare providers, educators, and the community are crucial to combat antibiotic resistance and protect public health. Ethics and consent This study was reviewed and approved by the Research Ethics Committee (REC) at the University of Hail , Saudi Arabia. The approval reference number is H-2024-473 , and the date of approval is May 13, 2024 . The research protocol adhered to the ethical principles governing research involving human participants, as outlined in the Declaration of Helsinki . For reference, the full document outlining the principles of the Declaration of Helsinki is available on the World Medical Association’s official website. All participants received a Participant Information Sheet that explained the study’s objectives, voluntary participation, and assurances of confidentiality and anonymity. Informed consent was obtained electronically from each participant before they began the survey. Participants were informed of their right to withdraw from the study at any time without consequences. To protect participants’ privacy, no personally identifiable information was collected. All data were stored securely in encrypted, password-protected systems, with access restricted to authorized research team members. Informed consent All participants provided informed consent electronically before beginning the questionnaire. The consent form clearly explained the study’s objectives, the voluntary nature of participation, and assurances of confidentiality and anonymity. Participants were informed that they could withdraw from the study at any time without any repercussions. Confidentiality and anonymity Data collection was designed to maintain participant anonymity and confidentiality. No personally identifiable information was collected, and all data were securely stored in encrypted and password-protected systems accessible only to the research team. This ethical approval and adherence to recognized research principles ensure the study’s compliance with institutional and international standards for human research. Data availability statement Underlying data Zenodo: Consequences of Antibiotic Overuse in Saudi Arabia: A Multidimensional Analysis . https://doi.org/10.5281/zenodo.14162786 ( Alhur, 2024b ). This project contains the following underlying data: • Eng-Data.xlsx : An anonymized dataset containing participant responses. These datasets are made available under a Creative Commons Zero v1.0 Universal license, permitting unrestricted use, distribution, and reproduction, provided that the original work is properly credited. Extended data 1. Zenodo: Pilot Study Summary Table.pdf . https://doi.org/10.5281/zenodo.14329898 ( Alhur, 2024c ). This project contains the following underlying data: • Pilot Study Summary Table.pdf : A summary table detailing the pilot study, including participant feedback and modifications made to the questionnaire. These datasets are made available under a Creative Commons Zero v1.0 Universal license. 2. Zenodo: Consent_Form.pdf. https://doi.org/10.5281/zenodo.14329863 ( Alhur, 2024e ). This project contains the following underlying data: • Consent_Form.pdf : The electronic consent form participants agreed to before participating in the study. These datasets are made available under a Creative Commons Zero v1.0 Universal license. 3. Zenodo: Questionnaire.pdf. https://doi.org/10.5281/zenodo.14329765 ( Alhur, 2024d ). This project contains the following underlying data: • Questionnaire.pdf : The full questionnaire used for data collection. These datasets are made available under a Creative Commons Zero v1.0 Universal license. All data have been de-identified in accordance with the Safe Harbour method to ensure participant privacy and confidentiality. Researchers may contact the corresponding author, Anas Ali Alhur, at [email protected] for additional information or assistance. Acknowledgments The authors extend their gratitude to all participants of the study for their time and cooperation. Special thanks are due to the research team at the University of Hail and collaborating institutions for their logistical and academic support. References Alhur A: Community Insights on Drug-Herbal Interactions: A Study From Hail, Saudi Arabia. Cureus. 2024a; 16 (10). Alhur A: Consent_Form.pdf. [Data set]. Zenodo. 2024e. Publisher Full Text Alhur A: Consequences of Antibiotic Overuse in Saudi Arabia: A Multidimensional Analysis. [Dataset]. Zenodo. 2024b. Publisher Full Text Alhur A: Pilot Study Summary Table.pdf. [Data set]. Zenodo. 2024c. Publisher Full Text Alhur A, Alhur AA, Alqahtani S, et al. : Measuring Vitamin Literacy and Information-Seeking Behavior. Cureus. 2024b; 16 (5). Alhur A, Alqathanin W, Aljafel R, et al. : Evaluating the Public’s Awareness and Acceptance of AI Technologies in Personalized Pharmacotherapy. Journal of Infrastructure, Policy and Development. 2024d; 8 (8): 5450. Alhur AA: Questionnaire.pdf. Zenodo. 2024d. Publisher Full Text Alhur AA, Alhur AA, AlMutairi K, et al. : Assessing the Differences in Public Perception and Response to Food and Drug Poisoning: A KAP Study. Department of Health Informatics, University of Hail; 2024a. Alhur AA, Alotaibi S, Alhalwani D, et al. : Public perspectives on digital innovations in pharmacy: A survey on health informatics and medication management. Journal of Infrastructure, Policy and Development. 2024c; 8 (8): 5450. Alrashed AA, Alqahtani SM, Alrashed FA, et al. : Public perception regarding antibiotic use in Saudi Arabia: a cross-sectional survey. Journal of Infection and Public Health. 2019; 12 (1): 89–95. Auta A, Hadi MA, Oga E, et al. : Global access to antibiotics without prescription: the roles of community pharmacies. Public Health. 2015; 129 (12): 1465–1476. Coenen S, Michiels B, Renard D, et al. : Antibiotic prescribing for acute cough: The effect of perceived patient demand. British Journal of General Practice. 2006; 56 (524): 183–190. Fatima R, Qadeer E, Enarson DA, et al. : Success of active tuberculosis case detection among high-risk groups in urban slums in Pakistan. The International Journal of Tuberculosis and Lung Disease. 2014; 18 (9): 1099–1104. PubMed Abstract | Publisher Full Text Gupta PD, Birdi TJ, Agrawal SR: Antibiotic misuse and overuse: Public health issues in developing countries. Indian Journal of Public Health. 2017; 61 (4): 285–287. Palmer NA, Pealing R, Ireland RS, et al. : A study of therapeutic antibiotic prescribing in National Health Service general dental practice in England. British Dental Journal. 2000; 188 (10): 554–558. PubMed Abstract | Publisher Full Text Ventola CL: The antibiotic resistance crisis: Part 1: Causes and threats. Pharmacy and Therapeutics. 2015; 40 (4): 277–283. World Health Organization (WHO): Antibiotic resistance: Multi-country public awareness survey. World Health Organization; 2020. Yamane S: Influences of the antibiotics on oral microbes. 2. Oral flora and antibiotics. Aichi Gakuin Daigaku Shigakkai Shi. 1967; 5 (2): 50–57. PubMed Abstract Zhao X, Liu X, Yang Y, et al. : Antibiotic misuse in China: A cross-sectional study on the prevalence and determinants among different population groups. BMC Infectious Diseases. 2013; 13 (1): 564. Zowawi HM, Balkhy HH, Walsh TR, et al. : β-Lactamase production in key gram-negative pathogen isolates from the Arabian Peninsula. Clinical Microbiology Reviews. 2013; 26 (3): 361–380. PubMed Abstract | Publisher Full Text | Free Full Text Comments on this article Comments (0) Version 1 VERSION 1 PUBLISHED 27 Jan 2025 ADD YOUR COMMENT Comment Author details Author details 1 College of Public Health and Health Informatics, Department of Health Informatics, University of Hail, Hail, Hail Province, Saudi Arabia 2 College of Applied Medical Sciences, Department of Clinical Nutrition, University of Hail, Hail, Hail Province, Saudi Arabia 3 College of Pharmacy, King Khalid University, Abha, Saudi Arabia 4 College of Pharmacy, Taif University, Taif, Saudi Arabia 5 College of Pharmacy, Alosrah International Hospital, Jeddah, Saudi Arabia 6 College of Pharmacy, Jazan University, Jazan, Saudi Arabia 7 Dept of Pharmacy, Dr.Suliman Alhabib Hospital, Riyadh, Saudi Arabia Anas Ali Alhur Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation, Visualization, Writing – Original Draft Preparation, Writing – Review & Editing Afrah Alhur Roles: Data Curation, Investigation Remas Ibrahim Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Abdulaziz Asir Roles: Conceptualization, Data Curation, Funding Acquisition, Investigation, Project Administration, Resources, Software, Supervision, Validation Afnan Althobaiti Roles: Conceptualization, Formal Analysis, Investigation, Methodology, Software, Supervision, Validation, Visualization Manal Aboud Roles: Conceptualization, Data Curation, Formal Analysis, Funding Acquisition, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Nabilah Ghazwani Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Raneem Sheikh Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Aisha Alameer Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Project Administration, Resources, Software, Validation, Visualization Boshra Essa Roles: Conceptualization, Formal Analysis, Funding Acquisition, Investigation, Resources, Software, Supervision, Validation, Visualization Deema Alshuqayhi Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization Taher Alzahrani Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – Review & Editing Shoug Abdulaziz Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Resources, Software, Validation, Visualization Arwa Althobaiti Roles: Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Project Administration, Resources, Software, Supervision, Validation, Visualization Hams Alhazmi Roles: Formal Analysis, Writing – Review & Editing Competing interests No competing interests were disclosed. Grant information The author(s) declared that no grants were involved in supporting this work. Article Versions (1) version 1 Published: 27 Jan 2025, 14:135 https://doi.org/10.12688/f1000research.159120.1 Copyright © 2025 Ali Alhur A et al . This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Download Export To Sciwheel Bibtex EndNote ProCite Ref. Manager (RIS) Sente metrics Views Downloads F1000Research - - PubMed Central info_outline Data from PMC are received and updated monthly. - - Citations open_in_new 0 open_in_new 0 open_in_new SEE MORE DETAILS CITE how to cite this article Ali Alhur A, Alhur A, Ibrahim R et al. Consequences of antibiotic overuse in Saudi Arabia: a multidimensional analysis [version 1; peer review: awaiting peer review] . F1000Research 2025, 14 :135 ( https://doi.org/10.12688/f1000research.159120.1 ) NOTE: If applicable, it is important to ensure the information in square brackets after the title is included in all citations of this article. COPY CITATION DETAILS track receive updates on this article Track an article to receive email alerts on any updates to this article. TRACK THIS ARTICLE Share Open Peer Review Current Reviewer Status: AWAITING PEER REVIEW AWAITING PEER REVIEW ? Key to Reviewer Statuses VIEW HIDE Approved The paper is scientifically sound in its current form and only minor, if any, improvements are suggested Approved with reservations A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit. Not approved Fundamental flaws in the paper seriously undermine the findings and conclusions Comments on this article Comments (0) Version 1 VERSION 1 PUBLISHED 27 Jan 2025 ADD YOUR COMMENT Comment keyboard_arrow_left keyboard_arrow_right Open Peer Review Reviewer Status AWAITING PEER REVIEW Comments on this article All Comments (0) Add a comment Sign up for content alerts Sign Up You are now signed up to receive this alert Browse by related subjects Alongside their report, reviewers assign a status to the article: Approved - the paper is scientifically sound in its current form and only minor, if any, improvements are suggested Approved with reservations - A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit. Not approved - fundamental flaws in the paper seriously undermine the findings and conclusions Adjust parameters to alter display View on desktop for interactive features Includes Interactive Elements View on desktop for interactive features Competing Interests Policy Provide sufficient details of any financial or non-financial competing interests to enable users to assess whether your comments might lead a reasonable person to question your impartiality. Consider the following examples, but note that this is not an exhaustive list: Examples of 'Non-Financial Competing Interests' Within the past 4 years, you have held joint grants, published or collaborated with any of the authors of the selected paper. You have a close personal relationship (e.g. parent, spouse, sibling, or domestic partner) with any of the authors. You are a close professional associate of any of the authors (e.g. scientific mentor, recent student). You work at the same institute as any of the authors. You hope/expect to benefit (e.g. favour or employment) as a result of your submission. You are an Editor for the journal in which the article is published. Examples of 'Financial Competing Interests' You expect to receive, or in the past 4 years have received, any of the following from any commercial organisation that may gain financially from your submission: a salary, fees, funding, reimbursements. You expect to receive, or in the past 4 years have received, shared grant support or other funding with any of the authors. You hold, or are currently applying for, any patents or significant stocks/shares relating to the subject matter of the paper you are commenting on. Stay Updated Sign up for content alerts and receive a weekly or monthly email with all newly published articles Register with F1000Research Already registered? Sign in Not now, thanks close PLEASE NOTE If you are an AUTHOR of this article, please check that you signed in with the account associated with this article otherwise we cannot automatically identify your role as an author and your comment will be labelled as a “User Comment”. If you are a REVIEWER of this article, please check that you have signed in with the account associated with this article and then go to your account to submit your report, please do not post your review here. If you do not have access to your original account, please contact us . All commenters must hold a formal affiliation as per our Policies . The information that you give us will be displayed next to your comment. User comments must be in English, comprehensible and relevant to the article under discussion. We reserve the right to remove any comments that we consider to be inappropriate, offensive or otherwise in breach of the User Comment Terms and Conditions . Commenters must not use a comment for personal attacks. When criticisms of the article are based on unpublished data, the data should be made available. I accept the User Comment Terms and Conditions Please confirm that you accept the User Comment Terms and Conditions. Affiliation ✕ refresh Please enter your institution. Note: To add your institution or organisation, start typing the name and then select the correct name from the list. Where applicable, the name will appear in both the original language and in English. Do not paste in the name. If the name does not appear in the drop-down list, we will display the information you have entered. ✕ refresh Country/Region * USA UK Canada China France Germany Afghanistan Aland Islands Albania Algeria American Samoa Andorra Angola Anguilla Antarctica Antigua and Barbuda Argentina Armenia Aruba Australia Austria Azerbaijan Bahamas Bahrain Bangladesh Barbados Belarus Belgium Belize Benin Bermuda Bhutan Bolivia Bosnia and Herzegovina Botswana Bouvet Island Brazil British Indian Ocean Territory British Virgin Islands Brunei Bulgaria Burkina Faso Burundi Cambodia Cameroon Canada Cape Verde Cayman Islands Central African Republic Chad Chile China Christmas Island Cocos (Keeling) Islands Colombia Comoros Congo Cook Islands Costa Rica Cote d'Ivoire Croatia Cuba Cyprus Czech Republic Democratic Republic of the Congo Denmark Djibouti Dominica Dominican Republic Ecuador Egypt El Salvador Equatorial Guinea Eritrea Estonia Ethiopia Falkland Islands Faroe Islands Federated States of Micronesia Fiji Finland France French Guiana French Polynesia French Southern Territories Gabon Georgia Germany Ghana Gibraltar Greece Greenland Grenada Guadeloupe Guam Guatemala Guernsey Guinea Guinea-Bissau Guyana Haiti Heard Island and Mcdonald Islands Holy See (Vatican City State) Honduras Hong Kong Hungary Iceland India Indonesia Iran Iraq Ireland Israel Italy Jamaica Japan Jersey Jordan Kazakhstan Kenya Kiribati Kosovo (Serbia and Montenegro) Kuwait Kyrgyzstan Lao People's Democratic Republic Latvia Lebanon Lesotho Liberia Libya Liechtenstein Lithuania Luxembourg Macao Madagascar Malawi Malaysia Maldives Mali Malta Marshall Islands Martinique Mauritania Mauritius Mayotte Mexico Minor Outlying Islands of the United States Moldova Monaco Mongolia Montenegro Montserrat Morocco Mozambique Myanmar Namibia Nauru Nepal Netherlands Antilles New Caledonia New Zealand Nicaragua Niger Nigeria Niue Norfolk Island North Korea North Macedonia Northern Mariana Islands Norway Oman Pakistan Palau Palestinian Territory Panama Papua New Guinea Paraguay Peru Philippines Pitcairn Poland Portugal Puerto Rico Qatar Reunion Romania Russian Federation Rwanda Saint Helena Saint Kitts and Nevis Saint Lucia Saint Pierre and Miquelon Saint Vincent and the Grenadines Samoa San Marino Sao Tome and Principe Saudi Arabia Senegal Serbia Seychelles Sierra Leone Singapore Slovakia Slovenia Solomon Islands Somalia South Africa South Georgia and the South Sandwich Is South Korea South Sudan Spain Sri Lanka Sudan Suriname Svalbard and Jan Mayen Swaziland Sweden Switzerland Syria Taiwan Tajikistan Tanzania Thailand The Gambia The Netherlands Timor-Leste Togo Tokelau Tonga Trinidad and Tobago Tunisia Turkey Turkmenistan Turks and Caicos Islands Tuvalu UK USA Uganda Ukraine United Arab Emirates United States Virgin Islands Uruguay Uzbekistan Vanuatu Venezuela Vietnam Wallis and Futuna West Bank and Gaza Strip Western Sahara Yemen Zambia Zimbabwe Please select your country/region. You must enter a comment. Competing Interests Please disclose any competing interests that might be construed to influence your judgment of the article's or peer review report's validity or importance. Competing Interests Policy Provide sufficient details of any financial or non-financial competing interests to enable users to assess whether your comments might lead a reasonable person to question your impartiality. Consider the following examples, but note that this is not an exhaustive list: Examples of 'Non-Financial Competing Interests' Within the past 4 years, you have held joint grants, published or collaborated with any of the authors of the selected paper. You have a close personal relationship (e.g. parent, spouse, sibling, or domestic partner) with any of the authors. You are a close professional associate of any of the authors (e.g. scientific mentor, recent student). You work at the same institute as any of the authors. You hope/expect to benefit (e.g. favour or employment) as a result of your submission. You are an Editor for the journal in which the article is published. Examples of 'Financial Competing Interests' You expect to receive, or in the past 4 years have received, any of the following from any commercial organisation that may gain financially from your submission: a salary, fees, funding, reimbursements. You expect to receive, or in the past 4 years have received, shared grant support or other funding with any of the authors. You hold, or are currently applying for, any patents or significant stocks/shares relating to the subject matter of the paper you are commenting on. Please state your competing interests The comment has been saved. An error has occurred. Please try again. Cancel Post var lTitle = "Consequences of antibiotic overuse in Saudi...".replace("'", ''); var linkedInUrl = "http://www.linkedin.com/shareArticle?url=https://f1000research.com/articles/14-135/v1" + "&title=" + encodeURIComponent(lTitle) + "&summary=" + encodeURIComponent('Read the article by '); var deliciousUrl = "https://del.icio.us/post?url=https://f1000research.com/articles/14-135/v1&title=" + encodeURIComponent(lTitle); var redditUrl = "http://reddit.com/submit?url=https://f1000research.com/articles/14-135/v1" + "&title=" + encodeURIComponent(lTitle); linkedInUrl += encodeURIComponent('Ali Alhur A et al.'); var offsetTop = /chrome/i.test( navigator.userAgent ) ? 4 : -10; var addthis_config = { ui_offset_top: offsetTop, services_compact : "facebook,twitter,www.linkedin.com,www.mendeley.com,reddit.com", services_expanded : "facebook,twitter,www.linkedin.com,www.mendeley.com,reddit.com", services_custom : [ { name: "LinkedIn", url: linkedInUrl, icon:"/img/icon/at_linkedin.svg" }, { name: "Mendeley", url: "http://www.mendeley.com/import/?url=https://f1000research.com/articles/14-135/v1/mendeley", icon:"/img/icon/at_mendeley.svg" }, { name: "Reddit", url: redditUrl, icon:"/img/icon/at_reddit.svg" }, ] }; var addthis_share = { url: "https://f1000research.com/articles/14-135", templates : { twitter : "Consequences of antibiotic overuse in Saudi Arabia: a multidimensional.... Ali Alhur A et al., published by " + "@F1000Research" + ", https://f1000research.com/articles/14-135/v1" } }; if (typeof(addthis) != "undefined"){ addthis.addEventListener('addthis.ready', checkCount); addthis.addEventListener('addthis.menu.share', checkCount); } $(".f1r-shares-twitter").attr("href", "https://twitter.com/intent/tweet?text=" + addthis_share.templates.twitter); $(".f1r-shares-facebook").attr("href", "https://www.facebook.com/sharer/sharer.php?u=" + addthis_share.url); $(".f1r-shares-linkedin").attr("href", addthis_config.services_custom[0].url); $(".f1r-shares-reddit").attr("href", addthis_config.services_custom[2].url); $(".f1r-shares-mendelay").attr("href", addthis_config.services_custom[1].url); function checkCount(){ setTimeout(function(){ $(".addthis_button_expanded").each(function(){ var count = $(this).text(); if (count !== "" && count != "0") $(this).removeClass("is-hidden"); else $(this).addClass("is-hidden"); }); }, 1000); } close How to cite this report {{reportCitation}} Cancel Copy Citation Details $(function(){R.ui.buttonDropdowns('.dropdown-for-downloads');}); $(function(){R.ui.toolbarDropdowns('.toolbar-dropdown-for-downloads');}); $.get("/articles/acj/159120/174804") new F1000.Clipboard(); new F1000.ThesaurusTermsDisplay("articles", "article", "174804"); $(document).ready(function() { $( "#frame1" ).on('load', function() { var mydiv = $(this).contents().find("div"); var h = mydiv.height(); console.log(h) }); var tooltipLivingFigure = jQuery(".interactive-living-figure-label .icon-more-info"), titleLivingFigure = tooltipLivingFigure.attr("title"); tooltipLivingFigure.simpletip({ fixed: true, position: ["-115", "30"], baseClass: 'small-tooltip', content:titleLivingFigure + " " }); tooltipLivingFigure.removeAttr("title"); $("body").on("click", ".cite-living-figure", function(e) { e.preventDefault(); var ref = $(this).attr("data-ref"); $(this).closest(".living-figure-list-container").find("#" + ref).fadeIn(200); }); $("body").on("click", ".close-cite-living-figure", function(e) { e.preventDefault(); $(this).closest(".popup-window-wrapper").fadeOut(200); }); $(document).on("mouseup", function(e) { var metricsContainer = $(".article-metrics-popover-wrapper"); if (!metricsContainer.is(e.target) && metricsContainer.has(e.target).length === 0) { $(".article-metrics-close-button").click(); } }); var articleId = $('#articleId').val(); if($("#main-article-count-box").attachArticleMetrics) { $("#main-article-count-box").attachArticleMetrics(articleId, { articleMetricsView: true }); } }); var figshareWidget = $(".new_figshare_widget"); if (figshareWidget.length > 0) { window.figshare.load("f1000", function(Widget) { // Select a tag/tags defined in your page. In this tag we will place the widget. _.map(figshareWidget, function(el){ var widget = new Widget({ articleId: $(el).attr("figshare_articleId") //height:300 // this is the height of the viewer part. [Default: 550] }); widget.initialize(); // initialize the widget widget.mount(el); // mount it in a tag that's on your page // this will save the widget on the global scope for later use from // your JS scripts. This line is optional. //window.widget = widget; }); }); } close Error Close Add Reset F1000.MICROSERVICES.AFFILIATION = ''; $(document).ready(function () { $('.js-affiliations-form').each((index, form) => { new AffiliationForm({ formId: form.id, institutionErrorSelector: '.comment-enter-institution', departmentErrorSelector: '.comment-enter-department', placeSelector: '.js-add-comment-place', stateSelector: '.js-add-comment-state', zipCodeSelector: '.js-add-comment-zipcode', countrySelector: '.js-add-comment-country', countryErrorSelector: '.comment-enter-country', }); }); }); $(document).ready(function () { var reportIds = { "363013": 0, "363012": 0, "363015": 0, "363014": 0, "391809": 0, "391808": 0, "391811": 0, "391810": 0, "363021": 0, "363020": 0, "363017": 0, "363016": 0, "363019": 0, "363018": 0, "365845": 0, "365847": 0, "365846": 0, "367133": 0, "365853": 0, "367132": 0, "365852": 0, "367135": 0, "402076": 0, "367134": 0, "365854": 0, "367129": 0, "365849": 0, "365848": 0, "367131": 0, "365851": 0, "367130": 0, "365850": 0, "394278": 0, "394279": 0, "367137": 0, "367136": 0, "367138": 0, "394286": 0, "394287": 0, "394284": 0, "394285": 0, "394282": 0, "394283": 0, "394280": 0, "394281": 0, "364399": 0, "364398": 0, "364405": 0, "364404": 0, "364407": 0, "364406": 0, "364401": 0, "364400": 0, "364403": 0, "364402": 0, "391805": 0, "391804": 0, "391807": 0, "391806": 0, "391803": 0, "391802": 0, }; $(".referee-response-container,.js-referee-report").each(function(index, el) { var reportId = $(el).attr("data-reportid"), reportCount = reportIds[reportId] || 0; $(el).find(".comments-count-container,.js-referee-report-views").html(reportCount); }); var uuidInput = $("#article_uuid"), oldUUId = uuidInput.val(), newUUId = "99922a9d-26b9-48a1-ac8f-887581c9fc9b"; uuidInput.val(newUUId); $("a[href*='article_uuid=']").each(function(index, el) { var newHref = $(el).attr("href").replace(oldUUId, newUUId); $(el).attr("href", newHref); }); }); An innovative open access publishing platform offering rapid publication and open peer review, whilst supporting data deposition and sharing. Browse Gateways Collections How it Works Contact For Developers Cookie Notice Privacy Notice RSS Submit Your Research Follow us © 2012-2026 F1000 Research Ltd. ISSN 2046-1402 | Legal | Partner of Research4Life • CrossRef • ORCID • FAIRSharing R.templateTests.simpleTemplate = R.template(' $text $text $text $text $text '); R.templateTests.runTests(); var F1000platform = new F1000.Platform({ name: "f1000research", displayName: "F1000Research", hostName: "f1000research.com", id: "1", editorialEmail: "[email protected]", infoEmail: "[email protected]", usePmcStats: true }); $(function(){R.ui.dropdowns('.dropdown-for-authors, .dropdown-for-about, .dropdown-for-myresearch');}); // $(function(){R.ui.dropdowns('.dropdown-for-referees');}); $(document).ready(function () { if ($(".cookie-warning").is(":visible")) { $(".sticky").css("margin-bottom", "35px"); $(".devices").addClass("devices-and-cookie-warning"); } $(".cookie-warning .close-button").click(function (e) { $(".devices").removeClass("devices-and-cookie-warning"); $(".sticky").css("margin-bottom", "0"); }); $("#tweeter-feed .tweet-message").each(function (i, message) { var self = $(message); self.html(linkify(self.html())); }); $(".partner").on("mouseenter mouseleave", function() { $(this).find(".gray-scale, .colour").toggleClass("is-hidden"); }); }); Sign In Remember me Forgotten your password? Sign In Cancel Email or password not correct. Please try again Please wait... $(function(){ // Note: All the setup needs to run against a name attribute and *not* the id due the clonish // nature of facebox... $("a[id=googleSignInButton]").click(function(event){ event.preventDefault(); $("input[id=oAuthSystem]").val("GOOGLE"); $("form[id=oAuthForm]").submit(); }); $("a[id=facebookSignInButton]").click(function(event){ event.preventDefault(); $("input[id=oAuthSystem]").val("FACEBOOK"); $("form[id=oAuthForm]").submit(); }); $("a[id=orcidSignInButton]").click(function(event){ event.preventDefault(); $("input[id=oAuthSystem]").val("ORCID"); $("form[id=oAuthForm]").submit(); }); }); If you've forgotten your password, please enter your email address below and we'll send you instructions on how to reset your password. The email address should be the one you originally registered with F1000. Email address not valid, please try again You registered with F1000 via Google, so we cannot reset your password. To sign in, please click here . If you still need help with your Google account password, please click here . You registered with F1000 via Facebook, so we cannot reset your password. To sign in, please click here . If you still need help with your Facebook account password, please click here . Code not correct, please try again Reset password Cancel Email us for further assistance. Server error, please try again. If your email address is registered with us, we will email you instructions to reset your password. If you think you should have received this email but it has not arrived, please check your spam filters and/or contact for further assistance. Please wait... Register $(document).ready(function () { signIn.createSignInAsRow($("#sign-in-form-gfb-popup")); $(".target-field").each(function () { var uris = $(this).val().split("/"); if (uris.pop() === "login") { $(this).val(uris.toString().replace(",","/")); } }); });

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00