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Article: Examining the generalizability of research findings from archival data

TitleExamining the generalizability of research findings from archival data
Authors
Delios, AndrewClemente, Elena GiuliaWu, TaoTan, HongbinWang, YongGordon, MichaelViganola, DomenicoChen, ZhaoweiDreber, AnnaJohannesson, MagnusPfeiffer, ThomasUhlmann, Eric LuisAl-Aziz, Ahmad M.AbdAbraham, Ajay T.Trojan, JaisAdamkovic, MatusAgadullina, ElenaAhn, JungsooAkinci, CinlaAkkas, HandanAlbrecht, DavidAlzahawi, ShilaanAmaral-Baptista, MarcioAnand, RahulAng, Kevin Francis U.Anseel, FrederikAruta, John Jamir Benzon R.Ashraf, MujeebaBaker, Bradley J.Bao, XueqiBaskin, ErnestBathula, HanokuBauman, Christopher W.Bavolar, JozefBayraktar, SecilBeckman, Stephanie E.Benjamin, Aaron S.Brown, Stephanie E.V.Buckley, JeffreyBuitrago, Ricardo E.Bution, Jefferson L.Byrd, NickCarrera, ClaraCaruso, Eugene M.Chen, MinxiaChen, LinCicerali, Eyyub EnsariCohen, Eric D.Crede, MarcusCummins, JamieDahlander, LinusDaniels, David P.Daskalo, Lea LiatDawson, Ian G.J.Day, Martin V.Dietl, ErikDomurat, ArturDsilva, JacintaDu Plessis, ChristileneDubrov, Dmitrii I.Edris, SarahElbaek, Christian T.Elsherif, Mahmoud M.Evans, Thomas R.Fellenz, Martin R.Fiedler, SusannFirat, MustafaFreitag, RaquelFurrer, Rémy A.Gautam, RichaGautam, Dhruba KumarGearin, BrianGerschewski, StephanGhasemi, OmidGhasemi, ZohrehGhosh, AnindyaGiani, CinziaGoldberg, Matthew H.Goswami, ManishaGraf-Vlachy, LorenzRajeshwari, H.Griffith, Jennifer A.Grigoryev, DmitryGu, JingyangHadida, Allegre L.Hafenbrack, Andrew C.Hafenbrädl, SebastianHammersley, Jonathan J.Han, HyeminHarman, Jason L.Hartanto, AndreeHenkel, Alexander P.Ho, Yen ChenHolding, Benjamin C.Holzmeister, FelixHorobet, AlexandraHuang, Tina S.T.Huang, YimingHuntsinger, Jeffrey R.Idzikowska, KatarzynaImada, HirotakaImran, RabiaIngels, Michael J.Jaeger, BastianJanssen, Steve M.J.Jia, FanliJiménez, AlfredoJin, Jason LuJohannes, NiklasJolles, DanielJozefiakova, BibianaKačmár, PavolKalandadze, TamaraKalimeri, KyriakiKang, PollyKantorowicz, JaroslawKarada, DidarKarimi-Rouzbahani, HamidKee, Daisy Mui HungKeller, LucasKhan, Haider A.Knutsson, MikaelKombeiz, OlgaKorniychuk, AlekseyKowal, MartaLeder, JohannesLiang, Liang WenhaoLiew, TaegyeongLin, FangwenLiu, ChengweiLiu, BinLongo, Maria CristinaLovakov, AndreyLow, Mei PengLucas, Gerardus J.M.Lukason, OliverLy, Albert L.Ma, ZhuoranMafael, AlexanderMahmoudkalayeh, SoheilManheim, DavidMarcus, AlfredMarsh, Melvin S.Martin, Jolie M.Martinez, Luis E.Martinoli, MarioMartončik, MarcelMasters-Waage, Theodore C.Mata, RuiMazloomi, HamidMccarthy, Randy J.Millroth, PhilipMishra, MahimaMishra, SupritiMohr, AlexanderMoreau, DavidMyer, AnnalisaNadler, AmosNair, SudhirNilsonne, GustavNiszczota, PaweO'Mahony, AoifeOberhauser, MarcObloj, TomaszOrhan, Mehmet A.Oswald, FloraOtterbring, TobiasOtto, Philipp E.Padrón-Hernández, IvarPan, Alan J.Paruzel-Czachura, MariolaPfuhl, GeritPirrone, AngeloPorcher, SimonProtzko, JohnQi, ShellyRahal, Rima MariaRahman, Md ShahinoorReina, Michelle L.Rentala, SatyanarayanaRiaz, ZahidRopovik, IvanRöseler, LukasRoss, Robert M.Rotella, AmandaRoth, Leopold H.O.Roulet, Thomas J.Rubin, Matthew M.Sammartino, AndreSanchez, JohannSaville, Adrian D.Schaerer, MichaelSchleu, Joyce ElenaSchmallenbach, LeoSchnabel, LandonSpüntrup, Frederik SchulzeSchumpe, Birga M.Senanayake, TonySeri, RaffaelloSheng, FengSnider, Roary E.Song, DiSong, VictoriaStarnawska, Sylwia E.Stern, Kai A.Stevens, Samantha M.Strømland, EirikSu, WunhongSun, HaoSweeney, Kevin P.Takamatsu, ReinaTerskova, MariaTey, Kian SiongTierney, WarrenTodorova, Mariya M.Tolstoy, DanielTorkkeli, LasseTybur, Joshua M.Valderrey, Francisco J.Vallina-Hernandez, Ana MariaVasudevan, Ranjith P.Rao, Gudivada VenkatVernet, AntoineVissak, TiiaVoss, HinrichWahle, ThorstenWai, JonathanWakabayashi, Lauren E.T.Wang, JunnanWang, PengWang, YatingWarmenhoven, Robert W.Wennberg, KarlWernicke, GeorgWoike, Jan K.Wollbrant, Conny E.Woodin, GregWright, Joshua D.Xia, QiongXie, ZhenzhenYoon, SangsukYuan, WenlongYuan, LinYucel, MeltemZheng, ZhaoZhou, HaiboZogmaister, CristinaZultan, Ro'i
Keywordsarchival data
context sensitivity
generalizability
reproducibility
research reliability
Issue Date2022
Citation
Proceedings of the National Academy of Sciences of the United States of America, 2022, v. 119, n. 30, article no. e2120377119 How to Cite?
AbstractThis initiative examined systematically the extent to which a large set of archival research findings generalizes across contexts. We repeated the key analyses for 29 original strategic management effects in the same context (direct reproduction) as well as in 52 novel time periods and geographies; 45% of the reproductions returned results matching the original reports together with 55% of tests in different spans of years and 40% of tests in novel geographies. Some original findings were associated with multiple new tests. Reproducibility was the best predictor of generalizability-for the findings that proved directly reproducible, 84% emerged in other available time periods and 57% emerged in other geographies. Overall, only limited empirical evidence emerged for context sensitivity. In a forecasting survey, independent scientists were able to anticipate which effects would find support in tests in new samples.
Persistent Identifierhttp://hdl.handle.net/10722/344516
ISSN
2023 Impact Factor: 9.4
2023 SCImago Journal Rankings: 3.737

 

DC FieldValueLanguage
dc.contributor.authorDelios, Andrew-
dc.contributor.authorClemente, Elena Giulia-
dc.contributor.authorWu, Tao-
dc.contributor.authorTan, Hongbin-
dc.contributor.authorWang, Yong-
dc.contributor.authorGordon, Michael-
dc.contributor.authorViganola, Domenico-
dc.contributor.authorChen, Zhaowei-
dc.contributor.authorDreber, Anna-
dc.contributor.authorJohannesson, Magnus-
dc.contributor.authorPfeiffer, Thomas-
dc.contributor.authorUhlmann, Eric Luis-
dc.contributor.authorAl-Aziz, Ahmad M.Abd-
dc.contributor.authorAbraham, Ajay T.-
dc.contributor.authorTrojan, Jais-
dc.contributor.authorAdamkovic, Matus-
dc.contributor.authorAgadullina, Elena-
dc.contributor.authorAhn, Jungsoo-
dc.contributor.authorAkinci, Cinla-
dc.contributor.authorAkkas, Handan-
dc.contributor.authorAlbrecht, David-
dc.contributor.authorAlzahawi, Shilaan-
dc.contributor.authorAmaral-Baptista, Marcio-
dc.contributor.authorAnand, Rahul-
dc.contributor.authorAng, Kevin Francis U.-
dc.contributor.authorAnseel, Frederik-
dc.contributor.authorAruta, John Jamir Benzon R.-
dc.contributor.authorAshraf, Mujeeba-
dc.contributor.authorBaker, Bradley J.-
dc.contributor.authorBao, Xueqi-
dc.contributor.authorBaskin, Ernest-
dc.contributor.authorBathula, Hanoku-
dc.contributor.authorBauman, Christopher W.-
dc.contributor.authorBavolar, Jozef-
dc.contributor.authorBayraktar, Secil-
dc.contributor.authorBeckman, Stephanie E.-
dc.contributor.authorBenjamin, Aaron S.-
dc.contributor.authorBrown, Stephanie E.V.-
dc.contributor.authorBuckley, Jeffrey-
dc.contributor.authorBuitrago, Ricardo E.-
dc.contributor.authorBution, Jefferson L.-
dc.contributor.authorByrd, Nick-
dc.contributor.authorCarrera, Clara-
dc.contributor.authorCaruso, Eugene M.-
dc.contributor.authorChen, Minxia-
dc.contributor.authorChen, Lin-
dc.contributor.authorCicerali, Eyyub Ensari-
dc.contributor.authorCohen, Eric D.-
dc.contributor.authorCrede, Marcus-
dc.contributor.authorCummins, Jamie-
dc.contributor.authorDahlander, Linus-
dc.contributor.authorDaniels, David P.-
dc.contributor.authorDaskalo, Lea Liat-
dc.contributor.authorDawson, Ian G.J.-
dc.contributor.authorDay, Martin V.-
dc.contributor.authorDietl, Erik-
dc.contributor.authorDomurat, Artur-
dc.contributor.authorDsilva, Jacinta-
dc.contributor.authorDu Plessis, Christilene-
dc.contributor.authorDubrov, Dmitrii I.-
dc.contributor.authorEdris, Sarah-
dc.contributor.authorElbaek, Christian T.-
dc.contributor.authorElsherif, Mahmoud M.-
dc.contributor.authorEvans, Thomas R.-
dc.contributor.authorFellenz, Martin R.-
dc.contributor.authorFiedler, Susann-
dc.contributor.authorFirat, Mustafa-
dc.contributor.authorFreitag, Raquel-
dc.contributor.authorFurrer, Rémy A.-
dc.contributor.authorGautam, Richa-
dc.contributor.authorGautam, Dhruba Kumar-
dc.contributor.authorGearin, Brian-
dc.contributor.authorGerschewski, Stephan-
dc.contributor.authorGhasemi, Omid-
dc.contributor.authorGhasemi, Zohreh-
dc.contributor.authorGhosh, Anindya-
dc.contributor.authorGiani, Cinzia-
dc.contributor.authorGoldberg, Matthew H.-
dc.contributor.authorGoswami, Manisha-
dc.contributor.authorGraf-Vlachy, Lorenz-
dc.contributor.authorRajeshwari, H.-
dc.contributor.authorGriffith, Jennifer A.-
dc.contributor.authorGrigoryev, Dmitry-
dc.contributor.authorGu, Jingyang-
dc.contributor.authorHadida, Allegre L.-
dc.contributor.authorHafenbrack, Andrew C.-
dc.contributor.authorHafenbrädl, Sebastian-
dc.contributor.authorHammersley, Jonathan J.-
dc.contributor.authorHan, Hyemin-
dc.contributor.authorHarman, Jason L.-
dc.contributor.authorHartanto, Andree-
dc.contributor.authorHenkel, Alexander P.-
dc.contributor.authorHo, Yen Chen-
dc.contributor.authorHolding, Benjamin C.-
dc.contributor.authorHolzmeister, Felix-
dc.contributor.authorHorobet, Alexandra-
dc.contributor.authorHuang, Tina S.T.-
dc.contributor.authorHuang, Yiming-
dc.contributor.authorHuntsinger, Jeffrey R.-
dc.contributor.authorIdzikowska, Katarzyna-
dc.contributor.authorImada, Hirotaka-
dc.contributor.authorImran, Rabia-
dc.contributor.authorIngels, Michael J.-
dc.contributor.authorJaeger, Bastian-
dc.contributor.authorJanssen, Steve M.J.-
dc.contributor.authorJia, Fanli-
dc.contributor.authorJiménez, Alfredo-
dc.contributor.authorJin, Jason Lu-
dc.contributor.authorJohannes, Niklas-
dc.contributor.authorJolles, Daniel-
dc.contributor.authorJozefiakova, Bibiana-
dc.contributor.authorKačmár, Pavol-
dc.contributor.authorKalandadze, Tamara-
dc.contributor.authorKalimeri, Kyriaki-
dc.contributor.authorKang, Polly-
dc.contributor.authorKantorowicz, Jaroslaw-
dc.contributor.authorKarada, Didar-
dc.contributor.authorKarimi-Rouzbahani, Hamid-
dc.contributor.authorKee, Daisy Mui Hung-
dc.contributor.authorKeller, Lucas-
dc.contributor.authorKhan, Haider A.-
dc.contributor.authorKnutsson, Mikael-
dc.contributor.authorKombeiz, Olga-
dc.contributor.authorKorniychuk, Aleksey-
dc.contributor.authorKowal, Marta-
dc.contributor.authorLeder, Johannes-
dc.contributor.authorLiang, Liang Wenhao-
dc.contributor.authorLiew, Taegyeong-
dc.contributor.authorLin, Fangwen-
dc.contributor.authorLiu, Chengwei-
dc.contributor.authorLiu, Bin-
dc.contributor.authorLongo, Maria Cristina-
dc.contributor.authorLovakov, Andrey-
dc.contributor.authorLow, Mei Peng-
dc.contributor.authorLucas, Gerardus J.M.-
dc.contributor.authorLukason, Oliver-
dc.contributor.authorLy, Albert L.-
dc.contributor.authorMa, Zhuoran-
dc.contributor.authorMafael, Alexander-
dc.contributor.authorMahmoudkalayeh, Soheil-
dc.contributor.authorManheim, David-
dc.contributor.authorMarcus, Alfred-
dc.contributor.authorMarsh, Melvin S.-
dc.contributor.authorMartin, Jolie M.-
dc.contributor.authorMartinez, Luis E.-
dc.contributor.authorMartinoli, Mario-
dc.contributor.authorMartončik, Marcel-
dc.contributor.authorMasters-Waage, Theodore C.-
dc.contributor.authorMata, Rui-
dc.contributor.authorMazloomi, Hamid-
dc.contributor.authorMccarthy, Randy J.-
dc.contributor.authorMillroth, Philip-
dc.contributor.authorMishra, Mahima-
dc.contributor.authorMishra, Supriti-
dc.contributor.authorMohr, Alexander-
dc.contributor.authorMoreau, David-
dc.contributor.authorMyer, Annalisa-
dc.contributor.authorNadler, Amos-
dc.contributor.authorNair, Sudhir-
dc.contributor.authorNilsonne, Gustav-
dc.contributor.authorNiszczota, Pawe-
dc.contributor.authorO'Mahony, Aoife-
dc.contributor.authorOberhauser, Marc-
dc.contributor.authorObloj, Tomasz-
dc.contributor.authorOrhan, Mehmet A.-
dc.contributor.authorOswald, Flora-
dc.contributor.authorOtterbring, Tobias-
dc.contributor.authorOtto, Philipp E.-
dc.contributor.authorPadrón-Hernández, Ivar-
dc.contributor.authorPan, Alan J.-
dc.contributor.authorParuzel-Czachura, Mariola-
dc.contributor.authorPfuhl, Gerit-
dc.contributor.authorPirrone, Angelo-
dc.contributor.authorPorcher, Simon-
dc.contributor.authorProtzko, John-
dc.contributor.authorQi, Shelly-
dc.contributor.authorRahal, Rima Maria-
dc.contributor.authorRahman, Md Shahinoor-
dc.contributor.authorReina, Michelle L.-
dc.contributor.authorRentala, Satyanarayana-
dc.contributor.authorRiaz, Zahid-
dc.contributor.authorRopovik, Ivan-
dc.contributor.authorRöseler, Lukas-
dc.contributor.authorRoss, Robert M.-
dc.contributor.authorRotella, Amanda-
dc.contributor.authorRoth, Leopold H.O.-
dc.contributor.authorRoulet, Thomas J.-
dc.contributor.authorRubin, Matthew M.-
dc.contributor.authorSammartino, Andre-
dc.contributor.authorSanchez, Johann-
dc.contributor.authorSaville, Adrian D.-
dc.contributor.authorSchaerer, Michael-
dc.contributor.authorSchleu, Joyce Elena-
dc.contributor.authorSchmallenbach, Leo-
dc.contributor.authorSchnabel, Landon-
dc.contributor.authorSpüntrup, Frederik Schulze-
dc.contributor.authorSchumpe, Birga M.-
dc.contributor.authorSenanayake, Tony-
dc.contributor.authorSeri, Raffaello-
dc.contributor.authorSheng, Feng-
dc.contributor.authorSnider, Roary E.-
dc.contributor.authorSong, Di-
dc.contributor.authorSong, Victoria-
dc.contributor.authorStarnawska, Sylwia E.-
dc.contributor.authorStern, Kai A.-
dc.contributor.authorStevens, Samantha M.-
dc.contributor.authorStrømland, Eirik-
dc.contributor.authorSu, Wunhong-
dc.contributor.authorSun, Hao-
dc.contributor.authorSweeney, Kevin P.-
dc.contributor.authorTakamatsu, Reina-
dc.contributor.authorTerskova, Maria-
dc.contributor.authorTey, Kian Siong-
dc.contributor.authorTierney, Warren-
dc.contributor.authorTodorova, Mariya M.-
dc.contributor.authorTolstoy, Daniel-
dc.contributor.authorTorkkeli, Lasse-
dc.contributor.authorTybur, Joshua M.-
dc.contributor.authorValderrey, Francisco J.-
dc.contributor.authorVallina-Hernandez, Ana Maria-
dc.contributor.authorVasudevan, Ranjith P.-
dc.contributor.authorRao, Gudivada Venkat-
dc.contributor.authorVernet, Antoine-
dc.contributor.authorVissak, Tiia-
dc.contributor.authorVoss, Hinrich-
dc.contributor.authorWahle, Thorsten-
dc.contributor.authorWai, Jonathan-
dc.contributor.authorWakabayashi, Lauren E.T.-
dc.contributor.authorWang, Junnan-
dc.contributor.authorWang, Peng-
dc.contributor.authorWang, Yating-
dc.contributor.authorWarmenhoven, Robert W.-
dc.contributor.authorWennberg, Karl-
dc.contributor.authorWernicke, Georg-
dc.contributor.authorWoike, Jan K.-
dc.contributor.authorWollbrant, Conny E.-
dc.contributor.authorWoodin, Greg-
dc.contributor.authorWright, Joshua D.-
dc.contributor.authorXia, Qiong-
dc.contributor.authorXie, Zhenzhen-
dc.contributor.authorYoon, Sangsuk-
dc.contributor.authorYuan, Wenlong-
dc.contributor.authorYuan, Lin-
dc.contributor.authorYucel, Meltem-
dc.contributor.authorZheng, Zhao-
dc.contributor.authorZhou, Haibo-
dc.contributor.authorZogmaister, Cristina-
dc.contributor.authorZultan, Ro'i-
dc.date.accessioned2024-07-31T03:04:10Z-
dc.date.available2024-07-31T03:04:10Z-
dc.date.issued2022-
dc.identifier.citationProceedings of the National Academy of Sciences of the United States of America, 2022, v. 119, n. 30, article no. e2120377119-
dc.identifier.issn0027-8424-
dc.identifier.urihttp://hdl.handle.net/10722/344516-
dc.description.abstractThis initiative examined systematically the extent to which a large set of archival research findings generalizes across contexts. We repeated the key analyses for 29 original strategic management effects in the same context (direct reproduction) as well as in 52 novel time periods and geographies; 45% of the reproductions returned results matching the original reports together with 55% of tests in different spans of years and 40% of tests in novel geographies. Some original findings were associated with multiple new tests. Reproducibility was the best predictor of generalizability-for the findings that proved directly reproducible, 84% emerged in other available time periods and 57% emerged in other geographies. Overall, only limited empirical evidence emerged for context sensitivity. In a forecasting survey, independent scientists were able to anticipate which effects would find support in tests in new samples.-
dc.languageeng-
dc.relation.ispartofProceedings of the National Academy of Sciences of the United States of America-
dc.subjectarchival data-
dc.subjectcontext sensitivity-
dc.subjectgeneralizability-
dc.subjectreproducibility-
dc.subjectresearch reliability-
dc.titleExamining the generalizability of research findings from archival data-
dc.typeArticle-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1073/pnas.2120377119-
dc.identifier.pmid35858443-
dc.identifier.scopuseid_2-s2.0-85134491120-
dc.identifier.volume119-
dc.identifier.issue30-
dc.identifier.spagearticle no. e2120377119-
dc.identifier.epagearticle no. e2120377119-
dc.identifier.eissn1091-6490-

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