https://m2.mtmt.hu/ hun 2026-10-24 08:55 JournalArticle 37248707 VALIDATED true Institute of Ecology and Botany, HUN-REN Centre for Ecological Research, Vácrátót, Hungary National Laboratory for Health Security, HUN-REN Centre for Ecological Research, Budapest, Hungary Institute of Aquatic Ecology, HUN-REN Centre for Ecological Research, Budapest, Hungary Doctoral School of Biology, ELTE Eötvös Loránd University, Budapest, Hungary Department of Hydrobiology, University of Pécs, Pécs, Hungary HUN-REN Balaton Limnological Research Institute, Tihany, Hungary Institute of Evolution, HUN-REN Centre for Ecological Research, Budapest, Hungary Centre for Eco-Epidemiology, National Laboratory for Health Security, Budapest, Hungary Amphibian and Reptile Conservation Group of BirdLife Hungary, Budapest, Hungary Founder of izeltlabuak.hu, Independent Scientist, Budapest, Hungary National Laboratory of Virology, Szentágothai Research Centre, University of Pécs, Pécs, Hungary Institute of Biology, Faculty of Sciences, University of Pécs, Pécs, Hungary Hungarian Research Institute of Organic Agriculture, Budapest, Hungary BirdLife Hungary, Budapest, Hungary Plant Protection Institute, HUN-REN Centre for Agricultural Research, Martonvásár, Hungary Albert Kázmér Faculty of Agricultural and Food Sciences, Széchenyi István University, Mosonmagyaróvár, Hungary birding.hu project, Budapest Birders' Association (PKMK), Budapest, Hungary A Citizen Science Programme, Contact: Olivér Váczi, Herman Ottó Institute Nonprofit Ltd, Budapest, Hungary Export Date: 08 September 2026; Cited By: 1; Correspondence Address: Z. Vásárhelyi; Institute of Ecology and Botany, HUN-REN Centre for Ecological Research, Vácrátót, Hungary; email: zsokavasarhelyi@gmail.com 0 false 2026-10-20T03:14:54.835+0000 2026-09-15T10:19:07.186+0000 2026-05-21T09:20:11.590+0000 true 10048290 Pernecker Bálint /api/author/10048290 Author true 10048290 2026-10-20T03:13:45.179+0000 2026-09-15T10:19:07.410+0000 true 10100127 Etlinger Mihály /api/admin/10100127 Admin true true false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000359 Study Group true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000359 Sokszerzős vagy csoportos szerzőségű szakcikk SubType 104 true 10000359 true 1 /api/category/1 Category true 1 Vásárhelyi, Zsóka Environmental and socio‐economic factors behind data provision in 17 citizen science projects true true /api/journal/20065861 REVIEWED true false false 20065861 true 2575-8314 Journal FOREIGN 8 7 2251 2265 2251 15 2026 Citizen science approaches in ecology have recently become increasingly popular. Although many advantages, such as the cost‐effective collection of vast amounts of data, outweigh the disadvantages, most projects face difficulties, such as non‐random sampling, pseudo‐absences or various biases, such as detection/reporting biases or participant‐related biases. To unravel some of the environmental and socio‐economic factors underlying data provision occurring non‐randomly, we analysed the geographically tractable record‐level databases of 17 separate citizen science projects in ecology and conservation in Hungary. We matched the records to an independent administrative dataset to identify those environmental and socio‐economic predictors that are expected to shape participant activity, which varies widely according to the purpose, subject and other characteristics of the projects. Despite the projects' variation, we were able to identify general patterns linking population density of a given municipality and the proportion of protected areas with participant activity. Both variables were significantly associated with the number of observations. If the most urbanised and densely populated capital was left out of the analysis, both the level of education and the proportion of elderly people were positively associated with the number of observations a project received. However, the relationship between a population's socio‐economic status and participant activity varied greatly across particular citizen science projects. Our results highlight that citizen science participation is shaped by both environmental context and socio‐economic characteristics, revealing systematic spatial biases in data provision. Our results thus provide new insights into the methodology and design of future citizen science projects. 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Miscellaneous 29 0 0 0 Alkotás Achievement 22 0 0 0 Kutatási adat Research data 33 0 0 0 2026 0 1 1 1 1 D1 false 10052969 false false false 2026-06-08T08:56:22.663+0000 Biológia Doktori Iskola (ELTE / TTK); Evolúciótudományi Intézet (HUN-REN ÖK); HUN-REN Balatoni Limnológiai Kutatóintézet; Hidrobiológiai Tanszék (PTE / TTK / BI); Talaj-, Víz és Természettudományi Tanszék (SZE / AKMK); Virológiai Kutatócsoport (PTE / SZKK); Virológiai Nemzeti Laboratórium (PTE); Vizi Ökológiai Intézet (HUN-REN ÖK); Állattani Osztály (HRN ATK / NÖVI); Ökológiai Mezőgazdasági Kutatóintézet; Ökológiai Tanszék (PTE / TTK / BI); Ökológiai és Botanikai Intézet (HUN-REN ÖK) 18 79 12 21 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 138852568 /api/authorship/138852568 1 0.048 true false true Author 10052969 /api/author/10052969 Vásárhelyi Zsóka Anna true 10052969 true Vásárhelyi Zsóka true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 138852569 /api/authorship/138852569 2 0.048 false false false Author 10070299 /api/author/10070299 Barta Barbara true true Barta Barbara true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 138852570 /api/authorship/138852570 3 0.048 false false false Author 10016376 /api/author/10016376 Biró Marianna true 10016376 true Biró Marianna true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 138852571 /api/authorship/138852571 4 0.048 false false false Author 10003061 /api/author/10003061 Csabai Zoltán Szabolcs true 10003061 true Csabai Zoltán true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 138852572 /api/authorship/138852572 5 0.048 false false false Author 10001170 /api/author/10001170 Földvári Gábor true 10001170 true Földvári Gábor true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 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Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Ökológiai és Botanikai Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10070299"><a href="/gui2/?type=authors&mode=browse&sel=10070299" target="_blank">Barta Barbara (<span class="authorship-author-name">Barta Barbara</span> <span class="authorAux-mtmt"> Ökológia</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Vizi Ökológiai Intézet; <span title="Eötvös Loránd Tudományegyetem">ELTE</span>/<span title="Természettudományi Kar">TTK</span>/Biológia Doktori Iskola</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10016376"><a href="/gui2/?type=authors&mode=browse&sel=10016376" target="_blank">Biró Marianna (<span class="authorship-author-name">Biró Marianna</span> <span class="authorAux-mtmt"> botanika</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Ökológiai és Botanikai Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10003061"><a href="/gui2/?type=authors&mode=browse&sel=10003061" target="_blank">Csabai Zoltán (<span class="authorship-author-name">Csabai Zoltán Szabolcs</span> <span class="authorAux-mtmt"> Hidrobiológia</span>) </a> </span> <span class="author-affil"><span title="Pécsi Tudományegyetem">PTE</span>/<span title="Természettudományi Kar">TTK</span>/<span title="Biológiai Intézet">BI</span>/Hidrobiológiai Tanszék; HUN-REN Balatoni Limnológiai Kutatóintézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10001170"><a href="/gui2/?type=authors&mode=browse&sel=10001170" target="_blank">Földvári Gábor (<span class="authorship-author-name">Földvári Gábor</span> <span class="authorAux-mtmt"> Biológia, Kórokozók járványtana és ökológiája, ...</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Evolúciótudományi Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10079401"><a href="/gui2/?type=authors&mode=browse&sel=10079401" target="_blank">Halpern Bálint (<span class="authorship-author-name">Halpern Bálint</span> <span class="authorAux-mtmt"> Biológia</span>) </a> </span> <span class="author-affil"><span title="Eötvös Loránd Tudományegyetem">ELTE</span>/<span title="Természettudományi Kar">TTK</span>/Biológia Doktori Iskola</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10027551"><a href="/gui2/?type=authors&mode=browse&sel=10027551" target="_blank">Horváth Zsófia (<span class="authorship-author-name">Horváth Zsófia</span> <span class="authorAux-mtmt"> Ökológia</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Vizi Ökológiai Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10071072"><a href="/gui2/?type=authors&mode=browse&sel=10071072" target="_blank">Juhász Erika (<span class="authorship-author-name">Juhász Erika Mária</span> <span class="authorAux-mtmt"> Ökológia</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Ökológiai és Botanikai Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Károlyi Balázs </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10021692"><a href="/gui2/?type=authors&mode=browse&sel=10021692" target="_blank">Kurucz Kornélia (<span class="authorship-author-name">Kurucz Kornélia</span> <span class="authorAux-mtmt"> Biológia</span>) </a> </span> <span class="author-affil"><span title="Pécsi Tudományegyetem">PTE</span>/<span title="Természettudományi Kar">TTK</span>/<span title="Biológiai Intézet">BI</span>/Ökológiai Tanszék; <span title="Pécsi Tudományegyetem">PTE</span>/Virológiai Nemzeti Laboratórium; <span title="Pécsi Tudományegyetem">PTE</span>/<span title="Szentágothai János Kutatóközpont">SZKK</span>/Virológiai Kutatócsoport</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10073168"><a href="/gui2/?type=authors&mode=browse&sel=10073168" target="_blank">Márton Zsuzsanna (<span class="authorship-author-name">Márton Zsuzsanna</span> <span class="authorAux-mtmt"> Mikrobiológia</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Vizi Ökológiai Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10052764"><a href="/gui2/?type=authors&mode=browse&sel=10052764" target="_blank">Mezőfi László (<span class="authorship-author-name">Mezőfi László</span> <span class="authorAux-mtmt"> Növényvédelmi entomológia; Arachnológia</span>) </a> </span> <span class="author-affil">Ökológiai Mezőgazdasági Kutatóintézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Lovászi Péter </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10027343"><a href="/gui2/?type=authors&mode=browse&sel=10027343" target="_blank">Páll‐Gergely Barna (<span class="authorship-author-name">Páll-Gergely Barna</span> <span class="authorAux-mtmt"> Taxonómia, malakológia</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Agrártudományi Kutatóközpont">HRN ATK</span>/<span title="Növényvédelmi Intézet">NÖVI</span>/Állattani Osztály; <span title="Széchenyi István Egyetem">SZE</span>/<span title="Albert Kázmér Mosonmagyaróvári Kar">AKMK</span>/Talaj-, Víz és Természettudományi Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10048290"><a href="/gui2/?type=authors&mode=browse&sel=10048290" target="_blank">Pernecker Bálint (<span class="authorship-author-name">Pernecker Bálint</span> <span class="authorAux-mtmt"> Hidrobiológia</span>) </a> </span> <span class="author-affil"><span title="Pécsi Tudományegyetem">PTE</span>/<span title="Természettudományi Kar">TTK</span>/<span title="Biológiai Intézet">BI</span>/Hidrobiológiai Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Selmeczi‐Kovács Ádám </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10049247"><a href="/gui2/?type=authors&mode=browse&sel=10049247" target="_blank">Soltész Zoltán (<span class="authorship-author-name">Soltész Zoltán</span> <span class="authorAux-mtmt"> Dipterológia</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Ökológiai és Botanikai Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10083342"><a href="/gui2/?type=authors&mode=browse&sel=10083342" target="_blank">Szabó Éva (<span class="authorship-author-name">Szabó Éva</span> <span class="authorAux-mtmt"> Biológus</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Evolúciótudományi Intézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10071682"><a href="/gui2/?type=authors&mode=browse&sel=10071682" target="_blank">Turóci Ágnes (<span class="authorship-author-name">Turóci Ágnes</span> <span class="authorAux-mtmt"> zootaxonómia</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Agrártudományi Kutatóközpont">HRN ATK</span>/<span title="Növényvédelmi Intézet">NÖVI</span>/Állattani Osztály; <span title="Eötvös Loránd Tudományegyetem">ELTE</span>/<span title="Természettudományi Kar">TTK</span>/Biológia Doktori Iskola</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10012918"><a href="/gui2/?type=authors&mode=browse&sel=10012918" target="_blank">Vörös Judit (<span class="authorship-author-name">Vörös Judit</span> <span class="authorAux-mtmt"> Kétéltűek és hüllők molekuláris taxonómiája, fi...</span>) </a> </span> <span class="author-affil">HUN-REN Balatoni Limnológiai Kutatóintézet</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10001031"><a href="/gui2/?type=authors&mode=browse&sel=10001031" target="_blank">Garamszegi László Zsolt (<span class="authorship-author-name">Garamszegi László Zsolt</span> <span class="authorAux-mtmt"> Biológia</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Ökológiai Kutatóközpont">HUN-REN ÖK</span>/Ökológiai és Botanikai Intézet</span> </div> <div class="autype autype-29"> Kollaborációs szervezet: <span class="author-affil">Vadonleső Group</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;37248707" target="_blank">Environmental and socio‐economic factors behind data provision in 17 citizen science projects</a></div> <div> <span class="journal-title">PEOPLE AND NATURE</span> <span class="journal-issn">( <a target="_blank" href="https://portal.issn.org/resource/ISSN/2575-8314">2575-8314</a>)</span>: <span class="journal-volume">8</span> <span class="journal-issue">7</span> <span class="page"> pp 2251-2265 </span> <span class="year">(2026)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_GOLD" title=" Gold "> <a style="color:blue" title="10.1002/pan3.70335" target="_blank" href="https://doi.org/10.1002/pan3.70335"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="001770193300001" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/001770193300001"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="105039950385" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-105039950385"> Scopus </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Folyóirat szakterülete: Scopus - Ecology, Evolution, Behavior and Systematics&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;D1</div> </div></OnlyViewableByAuthor> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 1</span> | Független: 1 | Függő: 0 | Nem jelölt: 0 | WoS jelölt: 1 | Scopus jelölt:&nbsp;1 | WoS/Scopus jelölt:&nbsp;1 | DOI jelölt:&nbsp;1 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;37248707&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 7 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 37248707</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> Forrás Idéző | <span class="type-subtype">Folyóiratcikk ( Sokszerzős vagy csoportos szerzőségű szakcikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">WOS TAGGED</span> </div> <div class="funder"> Egészségbiztonság Nemzeti Laboratórium(RRF-2.3.1-21-2022-00006) Támogató: NKFIH, (EKP-24-3-II-ELTE-272), (FK-138563), (BO/00418/24/8) Támogató: MTA Bolyai pályázat, (869226) Támogató: Horizon 2020 </div> <div class="lastModified">Utolsó módosítás: 2026.09.15. 12:19 Etlinger Mihály (PTE SZKK admin 5) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Institute of Ecology and Botany, HUN-REN Centre for Ecological Research, Vácrátót, Hungary National Laboratory for Health Security, HUN-REN Centre for Ecological Research, Budapest, Hungary Institute of Aquatic Ecology, HUN-REN Centre for Ecological Research, Budapest, Hungary Doctoral School of Biology, ELTE Eötvös Loránd ...</pre> </div></div>