共 68 条
Broadening Convenience Samples to Advance Theoretical Progress and Avoid Bias in Developmental Science
被引:10
作者:

论文数: 引用数:
h-index:
机构:

Frank, Michael C.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford, CA USA George Mason Univ, Fairfax, VA 22030 USA
机构:
[1] George Mason Univ, Fairfax, VA 22030 USA
[2] Stanford Univ, Stanford, CA USA
关键词:
PRETEND PLAY;
PSYCHOLOGY;
D O I:
10.1080/15248372.2023.2270055
中图分类号:
B844 [发展心理学(人类心理学)];
学科分类号:
040202 ;
摘要:
Diverse samples are valuable to the study of development, and to psychology more broadly. But convenience samples-typically recruited from local populations close to universities-are still the most widely used in developmental science, despite the fact that their use leads to a vast over-representation of Western, White, and high socio-economic status participants in our studies. Do convenience samples still have a place in our research? While diverse samples are crucial to advancing developmental science, policies designed to encourage recruitment of such samples may not always succeed in improving sample diversity in ways that will benefit our theories and reduce bias. Further, convenience samples are just, well, convenient - and because their costs are lower, they allow for faster and more precise research. We suggest three paths forward to resolve this tension: 1) use theory and observed variation to choose aspects of diversity to prioritize in a particular study; 2) use online methods as an important route to broaden which samples are convenient; and 3) work in teams to achieve "inconvenient" samples using many different convenience populations.
引用
收藏
页码:261 / 272
页数:12
相关论文
共 68 条
- [1] Deficit or Difference? Interpreting Diverse Developmental Paths: An Introduction to the Special Section[J]. DEVELOPMENTAL PSYCHOLOGY, 2013, 49 (01) : 1 - 3Akhtar, Nameera论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Santa Cruz, Dept Psychol, Santa Cruz, CA 95064 USA Univ Calif Santa Cruz, Dept Psychol, Santa Cruz, CA 95064 USAJaswal, Vikram K.论文数: 0 引用数: 0 h-index: 0机构: Univ Virginia, Dept Psychol, Charlottesville, VA 22903 USA Univ Calif Santa Cruz, Dept Psychol, Santa Cruz, CA 95064 USA
- [2] Promoting Replicability in Developmental Research Through Meta-analyses: Insights From Language Acquisition Research[J]. CHILD DEVELOPMENT, 2018, 89 (06) : 1996 - 2009Bergmann, Christina论文数: 0 引用数: 0 h-index: 0机构: PSL Res Univ, Paris, France Max Planck Inst Psycholinguist, Nijmegen, Netherlands PSL Res Univ, Paris, FranceTsuji, Sho论文数: 0 引用数: 0 h-index: 0机构: PSL Res Univ, Paris, France Univ Penn, Philadelphia, PA 19104 USA PSL Res Univ, Paris, FrancePiccinini, Page E.论文数: 0 引用数: 0 h-index: 0机构: PSL Res Univ, Paris, France PSL Res Univ, Paris, FranceLewis, Molly L.论文数: 0 引用数: 0 h-index: 0机构: Univ Chicago, Chicago, IL 60637 USA Univ Wisconsin Madison, Madison, WI USA PSL Res Univ, Paris, FranceBraginsky, Mika论文数: 0 引用数: 0 h-index: 0机构: MIT, Cambridge, MA 02139 USA PSL Res Univ, Paris, FranceFrank, Michael C.论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Stanford, CA 94305 USA PSL Res Univ, Paris, FranceCristia, Alejandrina论文数: 0 引用数: 0 h-index: 0机构: PSL Res Univ, Paris, France PSL Res Univ, Paris, France
- [3] Sampling in developmental science: Situations, shortcomings, solutions, and standards[J]. DEVELOPMENTAL REVIEW, 2013, 33 (04) : 357 - 370Bornstein, Marc H.论文数: 0 引用数: 0 h-index: 0机构: Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, NIH, Publ Hlth Serv, Bethesda, MD 20892 USA Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, NIH, Publ Hlth Serv, Bethesda, MD 20892 USAJager, Justin论文数: 0 引用数: 0 h-index: 0机构: Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, NIH, Publ Hlth Serv, Bethesda, MD 20892 USA Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, NIH, Publ Hlth Serv, Bethesda, MD 20892 USAPutnick, Diane L.论文数: 0 引用数: 0 h-index: 0机构: Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, NIH, Publ Hlth Serv, Bethesda, MD 20892 USA Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, NIH, Publ Hlth Serv, Bethesda, MD 20892 USA
- [4] Do You See What I See? Diversity in Human Color Perception[J]. ANNUAL REVIEW OF VISION SCIENCE, 2022, 8 : 101 - 133Bosten, Jenny M.论文数: 0 引用数: 0 h-index: 0机构: Univ Sussex, Sch Psychol, Brighton, E Sussex, England Univ Sussex, Sch Psychol, Brighton, E Sussex, England
- [5] Behavioural science is unlikely to change the world without a heterogeneity revolution[J]. NATURE HUMAN BEHAVIOUR, 2021, 5 (08) : 980 - 989Bryan, Christopher J.论文数: 0 引用数: 0 h-index: 0机构: Univ Texas Austin, Austin, TX 78712 USA Univ Texas Austin, Austin, TX 78712 USATipton, Elizabeth论文数: 0 引用数: 0 h-index: 0机构: Northwestern Univ, Evanston, IL 60208 USA Univ Texas Austin, Austin, TX 78712 USAYeager, David S.论文数: 0 引用数: 0 h-index: 0机构: Univ Texas Austin, Austin, TX 78712 USA Univ Texas Austin, Austin, TX 78712 USA
- [6] An Evaluation of Amazon's Mechanical Turk, Its Rapid Rise, and Its Effective Use[J]. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2018, 13 (02) : 149 - 154Buhrmester, Michael D.论文数: 0 引用数: 0 h-index: 0机构: Univ Oxford, Inst Cognit & Evolutionary Anthropol, 64 Banbury Rd, Oxford OX2 6PN, England Univ Oxford, Inst Cognit & Evolutionary Anthropol, 64 Banbury Rd, Oxford OX2 6PN, EnglandTalaifar, Sanaz论文数: 0 引用数: 0 h-index: 0机构: Univ Texas Austin, Dept Psychol, Austin, TX 78712 USA Univ Oxford, Inst Cognit & Evolutionary Anthropol, 64 Banbury Rd, Oxford OX2 6PN, EnglandGosling, Samuel D.论文数: 0 引用数: 0 h-index: 0机构: Univ Texas Austin, Dept Psychol, Austin, TX 78712 USA Univ Melbourne, Melbourne Sch Psychol Sci, Melbourne, Vic, Australia Univ Oxford, Inst Cognit & Evolutionary Anthropol, 64 Banbury Rd, Oxford OX2 6PN, England
- [7] Power failure: why small sample size undermines the reliability of neuroscience[J]. NATURE REVIEWS NEUROSCIENCE, 2013, 14 (05) : 365 - 376Button, Katherine S.论文数: 0 引用数: 0 h-index: 0机构: Univ Bristol, Sch Expt Psychol, Bristol BS8 1TU, Avon, England Univ Bristol, Sch Social & Community Med, Bristol BS8 2BN, Avon, England Univ Bristol, Sch Expt Psychol, Bristol BS8 1TU, Avon, EnglandIoannidis, John P. A.论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Sch Med, Stanford, CA 94305 USA Univ Bristol, Sch Expt Psychol, Bristol BS8 1TU, Avon, EnglandMokrysz, Claire论文数: 0 引用数: 0 h-index: 0机构: Univ Bristol, Sch Expt Psychol, Bristol BS8 1TU, Avon, England Univ Bristol, Sch Expt Psychol, Bristol BS8 1TU, Avon, EnglandNosek, Brian A.论文数: 0 引用数: 0 h-index: 0机构: Univ Virginia, Dept Psychol, Charlottesville, VA 22904 USA Univ Bristol, Sch Expt Psychol, Bristol BS8 1TU, Avon, EnglandFlint, Jonathan论文数: 0 引用数: 0 h-index: 0机构: Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford OX3 7BN, England Univ Bristol, Sch Expt Psychol, Bristol BS8 1TU, Avon, EnglandRobinson, Emma S. J.论文数: 0 引用数: 0 h-index: 0机构: Univ Bristol, Sch Physiol & Pharmacol, Bristol BS8 1TD, Avon, England Univ Bristol, Sch Expt Psychol, Bristol BS8 1TU, Avon, England论文数: 引用数: h-index:机构:
- [8] A Multilab Study of Bilingual Infants: Exploring the Preference for Infant-Directed Speech[J]. ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE, 2021, 4 (01)Byers-Heinlein, Krista论文数: 0 引用数: 0 h-index: 0机构: Concordia Univ, Dept Psychol, Montreal, PQ, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaTsui, Angeline Sin Mei论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Dept Psychol, Stanford, CA USA Concordia Univ, Dept Psychol, Montreal, PQ, CanadaBergmann, Christina论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Psycholinguist, Language Dev Dept, Nijmegen, Netherlands Concordia Univ, Dept Psychol, Montreal, PQ, CanadaBlack, Alexis K.论文数: 0 引用数: 0 h-index: 0机构: Univ British Columbia, Sch Audiol & Speech Sci, Vancouver, BC, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaBrown, Anna论文数: 0 引用数: 0 h-index: 0机构: Univ Liverpool, Sch Psychol, Liverpool, Merseyside, England Concordia Univ, Dept Psychol, Montreal, PQ, CanadaCarbajal, Maria Julia论文数: 0 引用数: 0 h-index: 0机构: Univ Paris Sci & Lettres, CNRS, Ecole Hautes Etud Sci Sociales, Dept Etud Cognit,Ecole Normale Super, Paris, France Concordia Univ, Dept Psychol, Montreal, PQ, CanadaDurrant, Samantha论文数: 0 引用数: 0 h-index: 0机构: Univ Liverpool, Sch Psychol, Liverpool, Merseyside, England Concordia Univ, Dept Psychol, Montreal, PQ, CanadaFennell, Christopher T.论文数: 0 引用数: 0 h-index: 0机构: Univ Ottawa, Sch Psychol, Ottawa, ON, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaFievet, Anne-Caroline论文数: 0 引用数: 0 h-index: 0机构: Univ Paris Sci & Lettres, CNRS, Ecole Hautes Etud Sci Sociales, Dept Etud Cognit,Ecole Normale Super, Paris, France Concordia Univ, Dept Psychol, Montreal, PQ, CanadaFrank, Michael C.论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Dept Psychol, Stanford, CA USA Concordia Univ, Dept Psychol, Montreal, PQ, CanadaGampe, Anja论文数: 0 引用数: 0 h-index: 0机构: Univ Zurich, Dept Psychol, Zurich, Switzerland Concordia Univ, Dept Psychol, Montreal, PQ, Canada论文数: 引用数: h-index:机构:Gonzalez-Gomez, Nayeli论文数: 0 引用数: 0 h-index: 0机构: Oxford Brookes Univ, Dept Psychol, Oxford, England Concordia Univ, Dept Psychol, Montreal, PQ, CanadaHamlin, J. Kiley论文数: 0 引用数: 0 h-index: 0机构: Univ British Columbia, Dept Psychol, Vancouver, BC, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaHavron, Naomi论文数: 0 引用数: 0 h-index: 0机构: Univ Paris Sci & Lettres, CNRS, Ecole Hautes Etud Sci Sociales, Dept Etud Cognit,Ecole Normale Super, Paris, France Concordia Univ, Dept Psychol, Montreal, PQ, CanadaHernik, Mikolaj论文数: 0 引用数: 0 h-index: 0机构: Arctic Univ Norway, Univ Tromso, Dept Psychol, Tromso, Norway Concordia Univ, Dept Psychol, Montreal, PQ, CanadaKerr, Shila论文数: 0 引用数: 0 h-index: 0机构: McGill Univ, Sch Commun Sci & Disorders, Montreal, PQ, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaKillam, Hilary论文数: 0 引用数: 0 h-index: 0机构: Concordia Univ, Dept Psychol, Montreal, PQ, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaKlassen, Kelsey论文数: 0 引用数: 0 h-index: 0机构: Univ Manitoba, Dept Psychol, Winnipeg, MB, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaKosie, Jessica E.论文数: 0 引用数: 0 h-index: 0机构: Princeton Univ, Dept Psychol, Princeton, NJ 08544 USA Concordia Univ, Dept Psychol, Montreal, PQ, Canada论文数: 引用数: h-index:机构:Lew-Williams, Casey论文数: 0 引用数: 0 h-index: 0机构: Princeton Univ, Dept Psychol, Princeton, NJ 08544 USA Concordia Univ, Dept Psychol, Montreal, PQ, CanadaLiu, Liquan论文数: 0 引用数: 0 h-index: 0机构: Western Sydney Univ, Sch Social Sci & Psychol, Penrith, NSW, Australia Concordia Univ, Dept Psychol, Montreal, PQ, CanadaMani, Nivedita论文数: 0 引用数: 0 h-index: 0机构: Univ Gottingen, George Elias Muller Inst Psychol, Gottingen, Germany Leibniz Sci Campus Primate Cognit, Gottingen, Germany Concordia Univ, Dept Psychol, Montreal, PQ, CanadaMarino, Caterina论文数: 0 引用数: 0 h-index: 0机构: CNRS, Integrat Neurosci & Cognit Ctr INCC, Paris, France Univ Paris, Paris, France Concordia Univ, Dept Psychol, Montreal, PQ, CanadaMastroberardino, Meghan论文数: 0 引用数: 0 h-index: 0机构: Concordia Univ, Dept Psychol, Montreal, PQ, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaMateu, Victoria论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Los Angeles, Dept Spanish & Portuguese, Los Angeles, CA USA Concordia Univ, Dept Psychol, Montreal, PQ, CanadaNoble, Claire论文数: 0 引用数: 0 h-index: 0机构: Univ Liverpool, Sch Psychol, Liverpool, Merseyside, England Concordia Univ, Dept Psychol, Montreal, PQ, CanadaOrena, Adriel John论文数: 0 引用数: 0 h-index: 0机构: McGill Univ, Sch Commun Sci & Disorders, Montreal, PQ, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaPolka, Linda论文数: 0 引用数: 0 h-index: 0机构: McGill Univ, Sch Commun Sci & Disorders, Montreal, PQ, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaPotter, Christine E.论文数: 0 引用数: 0 h-index: 0机构: Princeton Univ, Dept Psychol, Princeton, NJ 08544 USA Concordia Univ, Dept Psychol, Montreal, PQ, CanadaSchreiner, Melanie S.论文数: 0 引用数: 0 h-index: 0机构: Univ Gottingen, George Elias Muller Inst Psychol, Gottingen, Germany Concordia Univ, Dept Psychol, Montreal, PQ, CanadaSingh, Leher论文数: 0 引用数: 0 h-index: 0机构: Natl Univ Singapore, Dept Psychol, Singapore, Singapore Concordia Univ, Dept Psychol, Montreal, PQ, CanadaSoderstrom, Melanie论文数: 0 引用数: 0 h-index: 0机构: Univ Manitoba, Dept Psychol, Winnipeg, MB, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaSundara, Megha论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Los Angeles, Dept Linguist, Los Angeles, CA 90024 USA Concordia Univ, Dept Psychol, Montreal, PQ, CanadaWaddell, Connor论文数: 0 引用数: 0 h-index: 0机构: Western Sydney Univ, Sch Social Sci & Psychol, Penrith, NSW, Australia Concordia Univ, Dept Psychol, Montreal, PQ, CanadaWerker, Janet F.论文数: 0 引用数: 0 h-index: 0机构: Univ British Columbia, Dept Psychol, Vancouver, BC, Canada Concordia Univ, Dept Psychol, Montreal, PQ, CanadaWermelinger, Stephanie论文数: 0 引用数: 0 h-index: 0机构: Univ Zurich, Dept Psychol, Zurich, Switzerland Concordia Univ, Dept Psychol, Montreal, PQ, Canada
- [9] A Cross-Cultural Comparison of Pretend Play in U.S. and Italian Children[J]. JOURNAL OF CROSS-CULTURAL PSYCHOLOGY, 2013, 44 (04) : 640 - 656Chessa, Daphne论文数: 0 引用数: 0 h-index: 0机构: Univ Padua, I-35100 Padua, Italy Univ Padua, I-35100 Padua, ItalyLis, Adriana论文数: 0 引用数: 0 h-index: 0机构: Univ Padua, I-35100 Padua, Italy Univ Padua, I-35100 Padua, Italy论文数: 引用数: h-index:机构:Delvecchio, Elisa论文数: 0 引用数: 0 h-index: 0机构: Univ Padua, I-35100 Padua, Italy Univ Padua, I-35100 Padua, Italy论文数: 引用数: h-index:机构:Russ, Sandra W.论文数: 0 引用数: 0 h-index: 0机构: Case Western Reserve Univ, Cleveland, OH 44106 USA Univ Padua, I-35100 Padua, ItalyDillon, Jessica论文数: 0 引用数: 0 h-index: 0机构: Case Western Reserve Univ, Cleveland, OH 44106 USA Univ Padua, I-35100 Padua, Italy
- [10] An MTurk Crisis? Shifts in Data Quality and the Impact on Study Results[J]. SOCIAL PSYCHOLOGICAL AND PERSONALITY SCIENCE, 2020, 11 (04) : 464 - 473Chmielewski, Michael论文数: 0 引用数: 0 h-index: 0机构: Southern Methodist Univ, Dept Psychol, POB 750442, Dallas, TX 75275 USA Southern Methodist Univ, Dept Psychol, POB 750442, Dallas, TX 75275 USAKucker, Sarah C.论文数: 0 引用数: 0 h-index: 0机构: Oklahoma State Univ, Dept Psychol, Stillwater, OK 74078 USA Southern Methodist Univ, Dept Psychol, POB 750442, Dallas, TX 75275 USA