Unit Pattern: A Design Pattern for Self-Documenting User Acceptance Test Automation

preprint OA: closed
Full text JSON View at publisher
AI-generated deep summary by claude@2026-07, 2026-07-06 · read from full text

The paper studies how to create readable user acceptance test automation, addressing the tradeoff between tests that mirror business logic (more understandable) and those that are cheaper to implement (less domain-specific). Using theoretical analysis and empirical studies on real-world industrial projects, the authors introduce a design pattern called the Unit Pattern that divides test logic into smallest units with clear business meaning while removing business-domain dependence. They report that the Unit Pattern has minimal impact on code structure and that applying it yields good readability with minimal additional development and maintenance costs. The paper is a Research Square preprint and is not peer reviewed by a journal. 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 Generally, test cases that closely mirror business logic are easier for practitioners and stakeholders to understand. However, they are typically more expensive to implement compared to cases that execute specific functions without domainspecific specialization. Readability plays a crucial role in enhancing software quality, reducing maintenance costs, and facilitating testing by non-technical personnel. Implementing easily readable test automation solutions may impact code structure and entail additional development and maintenance costs. Yet, the best approach to mitigate these costs remains unaddressed. Existing frameworks often employ ad hoc approaches limited to specialized scenarios, lacking a systematic solution to the cost and readability problem in general. To bridge this gap, we share the challenges and difficulties encountered during the process of creating readable test automation test cases. Drawing from our practical experience, we introduce a new design pattern called the Unit Pattern. This pattern focuses on dividing test logic into the smallest units that convey a clear business meaning, eliminating business domain dependence and ensuring applicability to all projects. The idea behind this approach is straightforward, making implementation very straightforward and with minimal additional costs. Through theoretical analysis and empirical studies using real-world projects from industrial settings, we find that the Unit Pattern has minimal impact on code structure. Our experimental results confirm that applying the Unit Pattern to test automation yields good readability with minimal additional costs.
Full text 11,339 characters · extracted from preprint-html · click to expand
Unit Pattern: A Design Pattern for Self-Documenting User Acceptance Test Automation | 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 Unit Pattern: A Design Pattern for Self-Documenting User Acceptance Test Automation Shan Shan, Gene Han, Marcela Reyna, Jeff Huang This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-4752482/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 Generally, test cases that closely mirror business logic are easier for practitioners and stakeholders to understand. However, they are typically more expensive to implement compared to cases that execute specific functions without domainspecific specialization. Readability plays a crucial role in enhancing software quality, reducing maintenance costs, and facilitating testing by non-technical personnel. Implementing easily readable test automation solutions may impact code structure and entail additional development and maintenance costs. Yet, the best approach to mitigate these costs remains unaddressed. Existing frameworks often employ ad hoc approaches limited to specialized scenarios, lacking a systematic solution to the cost and readability problem in general. To bridge this gap, we share the challenges and difficulties encountered during the process of creating readable test automation test cases. Drawing from our practical experience, we introduce a new design pattern called the Unit Pattern. This pattern focuses on dividing test logic into the smallest units that convey a clear business meaning, eliminating business domain dependence and ensuring applicability to all projects. The idea behind this approach is straightforward, making implementation very straightforward and with minimal additional costs. Through theoretical analysis and empirical studies using real-world projects from industrial settings, we find that the Unit Pattern has minimal impact on code structure. Our experimental results confirm that applying the Unit Pattern to test automation yields good readability with minimal additional costs. Self-documenting Test Automation Web Application Readability Development Costs Maintenance Costs Test Automation Design Pattern Full Text Additional Declarations No competing interests reported. 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-4752482","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":338591015,"identity":"4d037ea7-1167-4810-b794-a2488575cc52","order_by":0,"name":"Shan Shan","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA8UlEQVRIiWNgGAWjYPCCA0DMA8QVQMzM3IBXLQ+qljMgLYykaGFsA3EIaLFn7zH8+OPPHXlz/rMHPxfOq43mbwdq+VGxDbctPMeSpXnbnhnunJGXLD1z2/HcGYcZGxh7ztzGrUUi+YA0Y8Nhxg03eAykebcdywWyG5gZ2/BokX/Y/PPHn8P2G86fMf7NO+dY7nyCWiSYj0nwsB1O3HAgx0yat6EmdwNBLWfS0qx52w4nb7iRY2bNc+xA7kagloP4/MLefsb4JtBhtiCH3eapqcudd/7wwQc/KnBrQQeHweQBotUDQR0pikfBKBgFo2CEAABXal6WLiBirgAAAABJRU5ErkJggg==","orcid":"","institution":"University of Texas at Dallas","correspondingAuthor":true,"prefix":"","firstName":"Shan","middleName":"","lastName":"Shan","suffix":""},{"id":338591017,"identity":"7c7dc149-6213-493c-8022-b98c9be77d4a","order_by":1,"name":"Gene Han","email":"","orcid":"","institution":"","correspondingAuthor":false,"prefix":"","firstName":"Gene","middleName":"","lastName":"Han","suffix":""},{"id":338591018,"identity":"6502d37e-f5b1-472a-8488-f84c232a3eef","order_by":2,"name":"Marcela Reyna","email":"","orcid":"","institution":"","correspondingAuthor":false,"prefix":"","firstName":"Marcela","middleName":"","lastName":"Reyna","suffix":""},{"id":338591019,"identity":"397091f1-bea3-4b93-a828-73928f1618a8","order_by":3,"name":"Jeff Huang","email":"","orcid":"","institution":"Texas A\u0026M University","correspondingAuthor":false,"prefix":"","firstName":"Jeff","middleName":"","lastName":"Huang","suffix":""}],"badges":[],"createdAt":"2024-07-16 22:27:47","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-4752482/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-4752482/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":66595674,"identity":"4104e022-6132-4a6d-91d9-b1cfea7fef3e","added_by":"auto","created_at":"2024-10-14 15:38:32","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1907121,"visible":true,"origin":"","legend":"","description":"","filename":"snarticle.pdf","url":"https://assets-eu.researchsquare.com/files/rs-4752482/v1_covered_9935fc1d-e10e-431f-ad11-246a0268b86d.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Unit Pattern: A Design Pattern for Self-Documenting User Acceptance Test Automation","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","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":"Self-documenting Test Automation, Web Application, Readability, Development Costs, Maintenance Costs, Test Automation Design Pattern","lastPublishedDoi":"10.21203/rs.3.rs-4752482/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-4752482/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eGenerally, test cases that closely mirror business logic are easier for practitioners and stakeholders to understand. However, they are typically more expensive to implement compared to cases that execute specific functions without domainspecific specialization. Readability plays a crucial role in enhancing software quality, reducing maintenance costs, and facilitating testing by non-technical personnel.\u003c/p\u003e\n\u003cp\u003eImplementing easily readable test automation solutions may impact code structure and entail additional development and maintenance costs. Yet, the best approach to mitigate these costs remains unaddressed. Existing frameworks often employ ad hoc approaches limited to specialized scenarios, lacking a systematic\u003c/p\u003e\n\u003cp\u003esolution to the cost and readability problem in general.\u003c/p\u003e\n\u003cp\u003eTo bridge this gap, we share the challenges and difficulties encountered during the process of creating readable test automation test cases. Drawing from our practical experience, we introduce a new design pattern called the Unit Pattern.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eThis pattern focuses on dividing test logic into the smallest units that convey a clear business meaning, eliminating business domain dependence and ensuring applicability to all projects.\u003c/p\u003e\n\u003cp\u003eThe idea behind this approach is straightforward, making implementation very straightforward and with minimal additional costs. Through theoretical analysis and empirical studies using real-world projects from industrial settings, we find that the Unit Pattern has minimal impact on code structure. Our experimental results confirm that applying the Unit Pattern to test automation yields good readability with minimal additional costs.\u003c/p\u003e","manuscriptTitle":"Unit Pattern: A Design Pattern for Self-Documenting User Acceptance Test Automation","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2024-08-12 04:08:28","doi":"10.21203/rs.3.rs-4752482/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":"bd9c66b6-50c6-46c2-8edb-25574afdb4f8","owner":[],"postedDate":"August 12th, 2024","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2024-11-19T00:08:14+00:00","versionOfRecord":[],"versionCreatedAt":"2024-08-12 04:08:28","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-4752482","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-4752482","identity":"rs-4752482","version":["v1"]},"buildId":"qtupq5eGEP_6zYnWcrvyt","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 (2024) — 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