• 216 Citations
  • 7 h-Index
20122020

Research output per year

If you made any changes in Pure these will be visible here soon.

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

Fingerprint Dive into the research topics where Dustin Fife is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output

  • 216 Citations
  • 7 h-Index
  • 14 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.

Rowan University

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.

    Rowan University

    Research output: Contribution to journalArticle

  • 1 Scopus citations
  • 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.

    Rowan University

    Research output: Contribution to journalArticle

  • 2 Scopus citations

    Effect of tobacco smoking on the clinical, histopathological, and serological manifestations of sjögren's syndrome

    Stone, D. U., Fife, D., Brown, M., Earley, K. E., Radfar, L., Kaufman, C. E., Lewis, D. M., Rhodus, N. L., Segal, B. M., Wallace, D. J., Weisman, M. H., Venuturupalli, S., Brennan, M. T., Lessard, C. J., Montgomery, C. G., Scofield, R. H., Sivils, K. L. & Rasmussen, A., Feb 1 2017, In : PLoS ONE. 12, 2, e0170249.

    Rowan University

    Research output: Contribution to journalArticle

  • 11 Scopus citations