Dustin Fife

  • 218 Citations
  • 7 h-Index

Research output per year

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Personal profile

Research interests

Research Expertise: 
Missing Data | Data Visualization | Data Mining

Most statistical procedures assume (explicitly or implicitly) that samples were obtained using random selection. Rarely is this the case in Psychology, where convenience samples are frequently used. My research aims to discover how convenience sampling biases parameter estimates and how we can recover population parameters from biased samples. It turns out, if we consider non-random selection as a “missing data” problem, solutions are possible.

Aside from my main research area, I also spend a lot of time thinking and writing about, as well as programming algorithms for large-scale data mining operations. I have developed packages in R that aim to solve “small N, large p” type problems.

Honors and Awards:
Chuck Gettys Award for Outstanding Research in Graduate School, Department of Psychology at the University of Oklahoma, 2013 Best Paper Award, The Consortium for Student Retention Data Exchange (CSRDE), 2011

Member of:
Academic Educational Research Association

Education/Academic qualification

Doctor of Philosophy, doctorate

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Research Output

  • 218 Citations
  • 7 h-Index
  • 15 Article

Estimating Subgroup Differences in Staffing Research When the Selection Mechanism Is Unknown: A Response to Li’s Case IV Correction

Fife, D. A., Mendoza, J., Day, E. & Terry, R., Apr 1 2020, In : Organizational Research Methods. 23, 2, p. 367-384 18 p.

Research output: Contribution to journalArticle

  • 1 Scopus citations

    Selecting response anchors with equal intervals for summated rating scales

    Casper, W. C., Edwards, B. D., Wallace, J. C., Landis, R. S. & Fife, D. A., Apr 2020, In : Journal of Applied Psychology. 105, 4, p. 390-409 20 p.

    Research output: Contribution to journalArticle

  • 1 Scopus citations

    The Eight Steps of Data Analysis: A Graphical Framework to Promote Sound Statistical Analysis

    Fife, D., Jul 1 2020, In : Perspectives on Psychological Science. 15, 4, p. 1054-1075 22 p.

    Research output: Contribution to journalArticle

  • The problem of measurement bias in comparing selected subgroups

    Mendoza, J. L., Lee, S. & Fife, D., 2020, (Accepted/In press) In : British Journal of Mathematical and Statistical Psychology.

    Research output: Contribution to journalArticle

  • Association of IFIH1 and pro-inflammatory mediators: Potential new clues in SLE-associated pathogenesis

    Munroe, M. E., Pezant, N., Brown, M. A., Fife, D. A., Guthridge, J. M., Kelly, J. A., Wiley, G., Gaffney, P. M., James, J. A. & Montgomery, C. G., Feb 2017, In : PloS one. 12, 2, e0171193.

    Research output: Contribution to journalArticle

  • 2 Scopus citations