Nexus of road geometrics and human factors on traffic accidents on Mzuzu-Jenda M1 road stretch in Malawi

preprint OA: closed CC-BY-4.0
📄 Open PDF Full text JSON View at publisher
AI-generated deep summary by claude@2026-06, 2026-06-24 · read from full text

This preprint studies how road geometric design features and human factors jointly relate to traffic accidents on accident hotspot sections of the Mzuzu–Jenda M1 road stretch in Malawi. Accident hotspots were identified from Road Traffic Directorate reports using ArcGIS, after which topographic surveys extracted geometric parameters, and driver/passenger interviews plus vehicle speed monitoring were conducted at high-risk locations. The authors report that certain geometric features create hazardous driving conditions even where the recommended speed limit is 50 km/h, while monitored speeds frequently exceeded the limit (average 78 km/h), and they conclude that excessive speeding combined with geometric deficiencies increases accident likelihood. A major caveat is that the work is a preprint and not peer reviewed. The paper does not explicitly discuss endometriosis or adenomyosis; it was included in the corpus via a keyword match in the upstream search index.

Read from the paper's body, not the abstract. Not a substitute for reading the paper. No clinical advice. How this works

Abstract

Abstract Road traffic accidents remain a significant public safety concern in Malawi, with approximately 20 accidents occurring daily, resulting in an estimated 1,000 fatalities annually. The country's road network is underdeveloped, with only 26% paved and 74% consisting of earth roads. The Mzuzu-Jenda section of the M1 highway serves as a critical transport corridor for imports and exports through Tanzania and neighbouring countries. However, several sections of this road have been identified as accident hotspots, with a history of fatal crashes. This study examines the relationship between road geometric design and human factors contributing to accidents along this stretch. Additionally, it proposes alternative road alignment designs for accident-prone sections. Accident hotspots were identified using ArcGIS software, based on accident reports from the Road Traffic Directorate. Topographic surveys were conducted to extract geometric parameters of these locations using AutoCAD Civil 3D software. Furthermore, driver and passenger interviews were carried out, and vehicle speed was monitored at these high-risk sections. The findings indicate that specific geometric road features contribute to hazardous driving conditions, even when drivers adhere to the recommended speed limit of 50 km/h. Additionally, speed monitoring revealed that drivers frequently exceed this limit, with an average recorded speed of 78 km/h—a 30% increase above the recommended threshold. The combination of excessive speeding and geometric deficiencies significantly increases the likelihood of traffic accidents. The study underscores the need for improved road design interventions to enhance safety on this critical highway corridor.
Full text 11,078 characters · extracted from preprint-html · click to expand
Nexus of road geometrics and human factors on traffic accidents on Mzuzu-Jenda M1 road stretch in Malawi | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (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;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Nexus of road geometrics and human factors on traffic accidents on Mzuzu-Jenda M1 road stretch in Malawi Japhet Khendlo This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-6089550/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract Road traffic accidents remain a significant public safety concern in Malawi, with approximately 20 accidents occurring daily, resulting in an estimated 1,000 fatalities annually. The country's road network is underdeveloped, with only 26% paved and 74% consisting of earth roads. The Mzuzu-Jenda section of the M1 highway serves as a critical transport corridor for imports and exports through Tanzania and neighbouring countries. However, several sections of this road have been identified as accident hotspots, with a history of fatal crashes. This study examines the relationship between road geometric design and human factors contributing to accidents along this stretch. Additionally, it proposes alternative road alignment designs for accident-prone sections. Accident hotspots were identified using ArcGIS software, based on accident reports from the Road Traffic Directorate. Topographic surveys were conducted to extract geometric parameters of these locations using AutoCAD Civil 3D software. Furthermore, driver and passenger interviews were carried out, and vehicle speed was monitored at these high-risk sections. The findings indicate that specific geometric road features contribute to hazardous driving conditions, even when drivers adhere to the recommended speed limit of 50 km/h. Additionally, speed monitoring revealed that drivers frequently exceed this limit, with an average recorded speed of 78 km/h—a 30% increase above the recommended threshold. The combination of excessive speeding and geometric deficiencies significantly increases the likelihood of traffic accidents. The study underscores the need for improved road design interventions to enhance safety on this critical highway corridor. Environmental Engineering Road geometrics Human factors Road traffic accidents AASHTO and SATTC Full Text Additional Declarations The authors declare no competing interests. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-6089550","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":419650417,"identity":"de61b2c5-80f6-427b-917a-b2f96bbb2723","order_by":0,"name":"Japhet Khendlo","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA5UlEQVRIiWNgGAWjYBACCQkgwVPAwMDY3gDmE6vFAKil5wCpWhgkEoh0mOTs5mMP3hjYMDDPfJ38mXeHBQN/+wHWzTx4tEjLHEs3nGOQxsA4O3eDMe8ZCQaJMwlst/FpkZPIMZPmMTgM1pLM2wZ05w0Gtts5eLXkf4NomXl2w2GQFnlCWqQlctggWmbwbmwGaTEgpEVyRpqZJNAvPIw9uZsZ57ZJ8BieSWy7/QePFokbyc8k3lTYyBm2n9384W1bnZzc8cPHbs7AowUGeAwboAxgrDYQoQEI5IlTNgpGwSgYBSMRAACeBERXWZe9EQAAAABJRU5ErkJggg==","orcid":"https://orcid.org/0009-0008-0970-0237","institution":"Mzuzu University","correspondingAuthor":true,"prefix":"","firstName":"Japhet","middleName":"","lastName":"Khendlo","suffix":""}],"badges":[],"createdAt":"2025-02-23 10:40:34","currentVersionCode":1,"declarations":{"humanSubjects":true,"vertebrateSubjects":false,"conflictsOfInterestStatement":false,"humanSubjectEthicalGuidelines":true,"humanSubjectConsent":true,"humanSubjectClinicalTrial":false,"humanSubjectCaseReport":false,"vertebrateSubjectEthicalGuidelines":false},"doi":"10.21203/rs.3.rs-6089550/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-6089550/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":77186329,"identity":"b470d5e4-0147-4b2b-b3b8-4811ba411e60","added_by":"auto","created_at":"2025-02-26 03:53:42","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":692150,"visible":true,"origin":"","legend":"","description":"","filename":"NexusofroadgeometricsandhumanfactorsontrafficaccidentsonMzuzuJendaM1roadstretchinMalawi.pdf","url":"https://assets-eu.researchsquare.com/files/rs-6089550/v1_covered_5255d294-d86d-404d-a4f5-d9c7fa413641.pdf"}],"financialInterests":"The authors declare no competing interests.","formattedTitle":"\u003cp\u003e\u003cstrong\u003eNexus of road geometrics and human factors on traffic accidents on Mzuzu-Jenda M1 road stretch in Malawi\u003c/strong\u003e\u003c/p\u003e","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":true,"hideJournal":true,"highlight":"","institution":"Mzuzu University","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Road geometrics, Human factors, Road traffic accidents, AASHTO and SATTC","lastPublishedDoi":"10.21203/rs.3.rs-6089550/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-6089550/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eRoad traffic accidents remain a significant public safety concern in Malawi, with approximately 20 accidents occurring daily, resulting in an estimated 1,000 fatalities annually. The country's road network is underdeveloped, with only 26% paved and 74% consisting of earth roads. The Mzuzu-Jenda section of the M1 highway serves as a critical transport corridor for imports and exports through Tanzania and neighbouring countries. However, several sections of this road have been identified as accident hotspots, with a history of fatal crashes.\u003c/p\u003e\n\u003cp\u003eThis study examines the relationship between road geometric design and human factors contributing to accidents along this stretch. Additionally, it proposes alternative road alignment designs for accident-prone sections. Accident hotspots were identified using ArcGIS software, based on accident reports from the Road Traffic Directorate. Topographic surveys were conducted to extract geometric parameters of these locations using AutoCAD Civil 3D software. Furthermore, driver and passenger interviews were carried out, and vehicle speed was monitored at these high-risk sections. The findings indicate that specific geometric road features contribute to hazardous driving conditions, even when drivers adhere to the recommended speed limit of 50 km/h. Additionally, speed monitoring revealed that drivers frequently exceed this limit, with an average recorded speed of 78 km/h—a 30% increase above the recommended threshold. The combination of excessive speeding and geometric deficiencies significantly increases the likelihood of traffic accidents. The study underscores the need for improved road design interventions to enhance safety on this critical highway corridor.\u003c/p\u003e","manuscriptTitle":"Nexus of road geometrics and human factors on traffic accidents on Mzuzu-Jenda M1 road stretch in Malawi","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-02-26 03:53:34","doi":"10.21203/rs.3.rs-6089550/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"d0d56597-c64c-4bdf-ad38-cb8791de2462","owner":[],"postedDate":"February 26th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[{"id":44739543,"name":"Environmental Engineering"}],"tags":[],"updatedAt":"2025-02-26T03:53:34+00:00","versionOfRecord":[],"versionCreatedAt":"2025-02-26 03:53:34","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-6089550","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-6089550","identity":"rs-6089550","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

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
unpaywall
last seen: 2026-05-26T02:00:01.498150+00:00
License: CC-BY-4.0