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Analysis of Large-Scale Secondary Data in Higher Education Research

Potential Perils Associated with Complex Sampling Designs

Bibliographic Data

ID23360596
AuthorsScott L Thomas (University of Hawaiʻi at Mānoa), Ronald H Heck (0000-0001-6314-5352, University of Hawaiʻi at Mānoa)
Year2001
Volume42
Issue5
Pages517-540
Publication date2001-10-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueResearch in Higher Education (JOURNAL)
Journal identifiersISSN: 1573-188X • E-ISSN: 0361-0365
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1023/a:1011098109834
OpenAlexW2163685210
LanguageEN
Citations received75
References cited7

Cluster analysis · Cluster sampling · Econometrics · Machine learning · Oversampling · Population · Raw data · Sample (material) · Sample size determination · Sampling (signal processing) · Sampling design · Selection (genetic algorithm) · Set (abstract data type) · Sociology · Statistics · Survey sampling · Advanced Statistical Methods and Models · Computer Science · Mathematics · Statistical Methods and Bayesian Inference · Survey Sampling and Estimation Techniques

  • A critical paradox? Predictors of latino students' sense of belonging in college

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  • Factors correlated with the interactional diversity of community college students

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  • Diversity beliefs as a mediator to faculty attitudes toward students with disabilities

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  • Elderly Health Inequality in China and its Determinants

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  • Japanese American reactions to World War II incarceration redress

    Jacqueline H J Kim, Jackie H J Kim et al.•Cultural Diversity & Ethnic…•2014

  • Integrative data analysis

    Patrick J Curran, Andrea M Hussong•Psychological Methods•2009

  • Comparing the Determinants of Persistence for First-Generation and Continuing-Generation Students

    Mandy Martin Lohfink, Michael B Paulsen•Journal of college student…•2005

  • When Race and Gender Collide

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  • Faculty Members' Intentions to Leave

    Open Access•Vicki J Rosser•Research in Higher Education•2004

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  • Self-Harm, Suicidal Behaviours, and Cyberbullying in Children and Young People

    Open Access•Ann John, Alexander Charles Glendenning et al.•Journal of Medical Internet…•2018

  • Alternatives to Multilevel Modeling for the Analysis of Clustered Data

    Francis L Huang•The Journal of Experimental…•2016

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    Open Access•E R Maguire•Maternal and Child Health Journal•2012

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    Open Access•Tara D Hudson, Alyssa N Rockenbach et al.•Teachers College Record The Voice…•2021

  • The threat of unexamined secondary data

    Nichole M Garcia, Oscar J Mayorga•Race Ethnicity and Education•2017

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    Open Access•Esme Fuller‐thomson, Deirdre Ryan-Morissette et al.•Journal of Family Violence•2022

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    Open Access•Jun Li•International Journal of…•2008

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    Open Access•Lixia Qin, Daniel H Bowen•International Journal of…•2019

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    Open Access•Jenny L Small, Nicholas A Bowman•Journal for the Scientific Study…•2011

  • The school-level standardized testing policy and math achievement in primary grades

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  • Engagement and burnout in the classroom – Crossover effects from teachers to students

    Open Access•Linda Österholm, Anna Widlund et al.•Teaching and Teacher Education•2025

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    Open Access•Daniel McNeish, Laura M Stapleton•Multivariate Behavioral Research•2016

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    Open Access•Raymond H Baillargeon, Alexandre Morisset et al.•Infant Mental Health Journal•2012

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    Joop J Hox, J Hox•Classification, Data Analysis,…•1998

  • Maximum Likelihood from Incomplete Data Via the EM Algorithm

    Open Access•A P Dempster, N M Laird et al.•Journal of the Royal Statistical…•1977

  • Introduction to Survey Sampling

    Graham Kalton•Introduction to Survey Sampling•1983

  • Complex Sample Data in Structural Equation Modeling

    Bengt Muthén, Bengt O Muthén et al.•Sociological Methodology•1995

Unique citing works75
Citations per year3,41
Citation span2004 - 2026 (23)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 66

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