{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T02:39:39Z","timestamp":1755225579854,"version":"3.43.0"},"reference-count":52,"publisher":"Emerald","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,22]]},"abstract":"<jats:sec>\n                  <jats:title>Purpose<\/jats:title>\n                  <jats:p>This study aims to investigate the factors influencing researchers\u2019 willingness to use preprint platforms in open science, aiming to inform platform enhancements.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Design\/methodology\/approach<\/jats:title>\n                  <jats:p>This study employs signal theory to identify pivotal variables, utilizing a questionnaire survey with 329 respondents for data collection. Subsequently, the data was analyzed using necessary condition analysis (NCA) and fuzzy set qualitative comparative analysis (fsQCA) to identify the necessary conditions and causal configurations.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Findings<\/jats:title>\n                  <jats:p>Firstly, the variable platform ease of use (PEU) is a necessary condition that influences the intention of researchers to use the platform, but there is a phenomenon of necessary ineffectiveness, and the remaining five antecedent variables, including perceived usefulness, do not constitute necessary conditions for the outcome. Secondly, three condition configurations that elicit a high intention to use among researchers and one condition configuration that elicits a low intention to use have been identified; within these configurations, variables perceived risk, source authority and PEU appear frequently as core conditions. Thirdly, based on the results of the empirical analysis, practical implications are proposed in the areas of improving risk prevention and control measures, enhancing platform promotion, strengthening the quality of platform resources, simplifying platform operational processes and enriching service function settings.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Originality\/value<\/jats:title>\n                  <jats:p>This study presents a novel application of NCA and fsQCA in the context of preprint platforms, elucidating the intricate causal pathways to usage intentions and offering actionable insights for platform development within the open science movement.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1108\/el-10-2024-0323","type":"journal-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T22:49:31Z","timestamp":1741819771000},"page":"368-386","source":"Crossref","is-referenced-by-count":0,"title":["Research on influencing factors of researchers\u2019 willingness to use preprint platforms in the context of open science"],"prefix":"10.1108","volume":"43","author":[{"given":"Chunhui","family":"Tan","sequence":"first","affiliation":[{"name":"Central China Normal University School of Information Management, , Wuhan,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yifu","family":"Zhou","sequence":"additional","affiliation":[{"name":"Central China Normal University School of Information Management, , Wuhan,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Zhou","sequence":"additional","affiliation":[{"name":"Central China Normal University School of Information Management, , Wuhan,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruide","family":"Tu","sequence":"additional","affiliation":[{"name":"Central China Normal University School of Information Management, , Wuhan,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuepeng","family":"Li","sequence":"additional","affiliation":[{"name":"Wuhan University School of Information Management, , Wuhan,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","published-online":{"date-parts":[[2025,3,14]]},"reference":[{"issue":"3","key":"2025081309530176800_ref001","doi-asserted-by":"crossref","first-page":"136","DOI":"10.3390\/joitmc8030136","article-title":"Boosting online purchase intention in high-uncertainty-avoidance societies: a signaling theory approach","volume":"8","author":"Al-Adwan","year":"2022","journal-title":"Journal of Open Innovation: Technology, Market, and Complexity"},{"issue":"3","key":"2025081309530176800_ref002","doi-asserted-by":"crossref","first-page":"3567","DOI":"10.1007\/s10639-021-10758-y","article-title":"Novel extension of the UTAUT model to understand continued usage intention of learning management systems: the role of learning tradition","volume":"27","author":"Al-Adwan","year":"2022","journal-title":"Education and Information Technologies"},{"issue":"3","key":"2025081309530176800_ref003","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1177\/0266666918755535","article-title":"The acceptance and use of electronic information resources among faculty of selected Gulf cooperation council states universities","volume":"35","author":"Alajmi","year":"2019","journal-title":"Information Development"},{"issue":"24","key":"2025081309530176800_ref004","first-page":"51","article-title":"Research on purchase behavior of online medical consultation services based on signal theory\u201d","volume":"66","author":"Cao","year":"2022","journal-title":"Library and Information Science"},{"issue":"8","key":"2025081309530176800_ref005","first-page":"815","article-title":"The scholarly impact of preprints: a case study on arXiv papers","volume":"38","author":"Chen","year":"2019","journal-title":"Journal of Information Science"},{"issue":"4","key":"2025081309530176800_ref006","first-page":"424","article-title":"Configurational perspective and qualitative comparative analysis method: a new path for empirical research in library and information science","volume":"40","author":"Chi","year":"2021","journal-title":"Journal of Information Science"},{"key":"2025081309530176800_ref007","doi-asserted-by":"publisher","first-page":"971","DOI":"10.12688\/f1000research.19619.2","article-title":"Preprints and scholarly communication: an exploratory qualitative study of adoption, practices, drivers and barriers","volume":"8","author":"Chiarelli","year":"2019","journal-title":"F1000Research"},{"key":"2025081309530176800_ref008","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/j.dss.2017.12.005","article-title":"The effect of intrinsic and extrinsic quality cues of digital video games on sales: an empirical investigation","volume":"106","author":"Choi","year":"2018","journal-title":"Decision Support Systems"},{"issue":"1","key":"2025081309530176800_ref009","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1177\/0149206310388419","article-title":"Signaling theory: a review and assessment","volume":"37","author":"Connelly","year":"2011","journal-title":"Journal of Management"},{"issue":"3","key":"2025081309530176800_ref010","doi-asserted-by":"crossref","first-page":"319","DOI":"10.2307\/249008","article-title":"Perceived usefulness, perceived ease of use, and user acceptance of information technology","volume":"13","author":"Davis","year":"1989","journal-title":"MIS Quarterly"},{"issue":"2","key":"2025081309530176800_ref011","doi-asserted-by":"crossref","first-page":"385","DOI":"10.1177\/1094428118795272","article-title":"A statistical significance test for necessary condition analysis","volume":"23","author":"Dijkstra","year":"2020","journal-title":"Organizational Research Methods"},{"issue":"3","key":"2025081309530176800_ref012","first-page":"3","article-title":"A study on the continuous use intention of users in online health communities: based on the perception value theory","volume":"39","author":"Dong","year":"2019","journal-title":"Modern Intelligence"},{"issue":"6","key":"2025081309530176800_ref013","first-page":"155","article-title":"Configurational perspective and qualitative comparative analysis (QCA): a new path for management research","volume":"2017","author":"Du","year":"2017","journal-title":"Management World"},{"issue":"1","key":"2025081309530176800_ref014","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1177\/1094428115584005","article-title":"Necessary condition analysis (NCA): logic and methodology of \u2018necessary but not sufficient\u2019 causality","volume":"19","author":"Dul","year":"2016","journal-title":"Organizational Research Methods"},{"issue":"11","key":"2025081309530176800_ref015","doi-asserted-by":"publisher","first-page":"e0274441","DOI":"10.1371\/journal.pone.0274441","article-title":"Motivations, concerns, and selection biases when posting preprints: a survey of bioRxiv authors","volume":"17","author":"Fraser","year":"2022","journal-title":"PLoS One"},{"issue":"2","key":"2025081309530176800_ref016","doi-asserted-by":"crossref","first-page":"618","DOI":"10.1162\/qss_a_00043","article-title":"The relationship between bioRxiv preprints, citations and altmetrics","volume":"1","author":"Fraser","year":"2020","journal-title":"Quantitative Science Studies"},{"key":"2025081309530176800_ref017","doi-asserted-by":"crossref","first-page":"e52646","DOI":"10.7554\/eLife.52646","article-title":"Releasing a preprint is associated with more attention and citations for the peer-reviewed article","volume":"8","author":"Fu","year":"2019","journal-title":"eLife"},{"issue":"21","key":"2025081309530176800_ref018","first-page":"57","article-title":"The impact of peer review on the publication of approved preprints in journals: an empirical perspective","volume":"66","author":"Huang","year":"2022","journal-title":"Library and Information Science"},{"issue":"3","key":"2025081309530176800_ref019","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1108\/IntR-05-2016-0142","article-title":"What factors satisfy e-book store customers? Development of a model to evaluate e-book user behavior and satisfaction","volume":"27","author":"Huang","year":"2017","journal-title":"Internet Research"},{"issue":"6358","key":"2025081309530176800_ref020","doi-asserted-by":"crossref","first-page":"1344","DOI":"10.1126\/science.357.6358.1344","article-title":"The preprint dilemma","volume":"357","author":"Kaiser","year":"2017","journal-title":"Science"},{"issue":"3","key":"2025081309530176800_ref021","doi-asserted-by":"crossref","first-page":"77","DOI":"10.22452\/mjlis.vol24no3.5","article-title":"Assessing the factors influencing clients\u2019 impulsive information seeking behaviour in using information resources and services of the academic library","volume":"24","author":"Kakhki","year":"2019","journal-title":"Malaysian Journal of Library and Information Science"},{"issue":"7","key":"2025081309530176800_ref022","first-page":"826","article-title":"Research on the development trend of international preprint platforms based on ASAPbio preprint list","volume":"34","author":"Li","year":"2023","journal-title":"Chinese Journal of Science and Technology Studies"},{"issue":"sup1","key":"2025081309530176800_ref023","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1080\/00472778.2021.1966434","article-title":"Gender and quality signals: how does gender influence the effectiveness of signals in crowdfunding?","volume":"59","author":"Liao","year":"2021","journal-title":"Journal of Small Business Management"},{"issue":"5","key":"2025081309530176800_ref024","first-page":"26","article-title":"A study on the cognition and use of preprint platforms by CHINESE researchers","volume":"67","author":"Liu","year":"2023","journal-title":"Library and Information Science"},{"issue":"3","key":"2025081309530176800_ref025","doi-asserted-by":"crossref","first-page":"594","DOI":"10.1177\/09610006231154538","article-title":"Behavioral intention to use electronic resources by distance learners: an extension of the technology acceptance model","volume":"56","author":"Marasinghe","year":"2024","journal-title":"Journal of Librarianship and Information Science"},{"issue":"12","key":"2025081309530176800_ref026","first-page":"88","article-title":"A configuration research on the influencing factors of users\u2019 continuous use intention of financial information service platform","volume":"40","author":"Miao","year":"2022","journal-title":"Science of Science and Management of Science and Technology"},{"issue":"3","key":"2025081309530176800_ref027","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1177\/1094670504271156","article-title":"E-S-QUAL: a multiple-item scale for assessing electronic service quality","volume":"7","author":"Parasuraman","year":"2015","journal-title":"Journal of Service Research"},{"issue":"2","key":"2025081309530176800_ref028","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.chb.2013.10.002","article-title":"An investigation of information sharing and seeking behaviors in online investment communities","volume":"31","author":"Park","year":"2014","journal-title":"Computers in Human Behavior"},{"issue":"4","key":"2025081309530176800_ref029","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1080\/15228835.2018.1536911","article-title":"Factors influencing uptake and use of a new health information app for young people","volume":"36","author":"Russell","year":"2018","journal-title":"Journal of Technology in Human Services"},{"issue":"6","key":"2025081309530176800_ref030","doi-asserted-by":"crossref","first-page":"e3000273","DOI":"10.1371\/journal.pbio.3000273","article-title":"Plan U: Universal access to scientific and medical research via funder preprint mandates","volume":"17","author":"Sever","year":"2019","journal-title":"PLoS Biology"},{"key":"2025081309530176800_ref031","first-page":"1","article-title":"The impact mechanism of online consumer complaints on product sales: the mediating role of recalls","author":"Shi","year":"2023","journal-title":"Nankai Management Review"},{"issue":"10","key":"2025081309530176800_ref032","doi-asserted-by":"crossref","first-page":"201520","DOI":"10.1098\/rsos.201520","article-title":"Credibility of preprints: an interdisciplinary survey of researchers","volume":"7","author":"Soderberg","year":"2020","journal-title":"Royal Society Open Science"},{"issue":"3","key":"2025081309530176800_ref033","doi-asserted-by":"crossref","first-page":"355","DOI":"10.2307\/1882010","article-title":"Job market signaling","volume":"87","author":"Spence","year":"1973","journal-title":"The Quarterly Journal of Economics"},{"issue":"1","key":"2025081309530176800_ref034","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1515\/libri-2023-0049","article-title":"Assessing the use of scholarly communication platforms in Zambia","volume":"74","author":"Subaveerapandian","year":"2024","journal-title":"Libri"},{"issue":"2","key":"2025081309530176800_ref035","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/S0022-4359(01)00041-0","article-title":"Consumer perceived value: the development of a multiple item scale","volume":"77","author":"Sweeney","year":"2001","journal-title":"Journal of Retailing"},{"issue":"6","key":"2025081309530176800_ref036","doi-asserted-by":"crossref","first-page":"1993","DOI":"10.1111\/bjet.13229","article-title":"Predicting user acceptance of peer-to-peer e-learning: an extension of the technology acceptance model","volume":"53","author":"Szymkowiak","year":"2022","journal-title":"British Journal of Educational Technology"},{"issue":"4","key":"2025081309530176800_ref037","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/j.emj.2016.02.001","article-title":"Application of signaling theory in management research: Addressing major gaps in theory","volume":"34","author":"Taj","year":"2016","journal-title":"European Management Journal"},{"issue":"1","key":"2025081309530176800_ref038","first-page":"50","article-title":"A study on the influencing factors of users\u2019 continuous use intention of academic WeChat public accounts","volume":"41","author":"Tan","year":"2021","journal-title":"Modern Intelligence"},{"issue":"19","key":"2025081309530176800_ref039","first-page":"37","article-title":"Analysis and optimization of service function requirements of preprint platforms based on Kano model","volume":"67","author":"Tan","year":"2023","journal-title":"Library and Information Science"},{"issue":"10","key":"2025081309530176800_ref040","first-page":"1729","article-title":"Reconstruction and remaking: the impact of preprint platforms on the scientific communication system","volume":"39","author":"Tang","year":"2021","journal-title":"Science of Science and Management of Science and Technology"},{"issue":"10","key":"2025081309530176800_ref041","first-page":"156","article-title":"A study on the impact of online negative word-of-mouth on potential consumers\u2019 purchase intention","volume":"36","author":"Wang","year":"2018","journal-title":"Science of Science and Management of Science and Technology"},{"issue":"1","key":"2025081309530176800_ref042","first-page":"101","article-title":"A study on the recognition of creativity in open innovation platforms based on signal theory","volume":"12","author":"Wang","year":"2022","journal-title":"Journal of Information Resources Management"},{"issue":"6","key":"2025081309530176800_ref043","first-page":"41","article-title":"A study on the influencing factors of elderly teachers\u2019 use intention of public WeChat platforms in university libraries","volume":"63","author":"Wang","year":"2019","journal-title":"Library and Information Science"},{"issue":"4","key":"2025081309530176800_ref044","first-page":"11","article-title":"Open science and qualitative research: an in-depth interview with 30 Chinese scholars on communication studies","volume":"44","author":"Xu","year":"2022","journal-title":"Modern Communication (Journal of Communication University of China)"},{"issue":"3","key":"2025081309530176800_ref045","first-page":"229","article-title":"Sustained participation motivation of quantified self for personal health information management\u201d","volume":"41","author":"Xu","year":"2022","journal-title":"Journal of Information Science"},{"issue":"6","key":"2025081309530176800_ref046","doi-asserted-by":"crossref","first-page":"687","DOI":"10.1016\/j.acalib.2016.08.003","article-title":"User acceptance of mobile library applications in academic libraries: an application of the technology acceptance model","volume":"42","author":"Yoon","year":"2016","journal-title":"The Journal of Academic Librarianship"},{"issue":"9","key":"2025081309530176800_ref047","first-page":"1312","article-title":"The application of QCA method in organization and management research: Positioning, strategy, and direction\u201d","volume":"16","author":"Zhang","year":"2019","journal-title":"Journal of Management"},{"issue":"9","key":"2025081309530176800_ref048","first-page":"25","article-title":"An empirical study on the influencing factors of users\u2019 continuous use intention in knowledge Q&A SNS","volume":"35","author":"Zhao","year":"2016","journal-title":"Library Journal"},{"issue":"16","key":"2025081309530176800_ref049","first-page":"13","article-title":"Research on the collaborative development mechanism between preprint platforms and open journals","volume":"67","author":"Zheng","year":"2023","journal-title":"Library and Information Science"},{"key":"2025081309530176800_ref050","first-page":"817","article-title":"Research on the operation mode of international preprint platforms","volume":"34","author":"Zheng","year":"2023","journal-title":"Chinese Journal of Science and Technology Studies"},{"issue":"3","key":"2025081309530176800_ref051","first-page":"253","article-title":"Challenges and responses to the priority confirmation mechanism of scientific discovery in the era of preprint prosperity","volume":"33","author":"Zong","year":"2021","journal-title":"Editorial Journal"},{"issue":"3","key":"2025081309530176800_ref052","doi-asserted-by":"crossref","first-page":"425","DOI":"10.2307\/30036540","article-title":"User acceptance of information technology: toward a unified view","volume":"27","author":"Venkatesh","year":"2003","journal-title":"MIS Quarterly"}],"container-title":["The Electronic Library"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/EL-10-2024-0323\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/el\/article-pdf\/43\/3\/368\/10066940\/el-10-2024-0323.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/www.emerald.com\/el\/article-pdf\/43\/3\/368\/10066940\/el-10-2024-0323.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,13]],"date-time":"2025-08-13T13:53:15Z","timestamp":1755093195000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.emerald.com\/el\/article\/43\/3\/368\/1274409\/Research-on-influencing-factors-of-researchers"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,14]]},"references-count":52,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2025,5,22]]}},"URL":"https:\/\/doi.org\/10.1108\/el-10-2024-0323","relation":{},"ISSN":["0264-0473","1758-616X"],"issn-type":[{"type":"print","value":"0264-0473"},{"type":"electronic","value":"1758-616X"}],"subject":[],"published":{"date-parts":[[2025,3,14]]}}}