The DOI matches its Crossref record; 53 of the 54 references it cites were found in a registry or an index, and 1 are not checked yet.
Stand-Alone Personalized Normative Feedback for College Student Drinkers: A Meta-Analytic Review, 2004 to 2014
Open accessAbstract
BACKGROUND: Norms clarification has been identified as an effective component of college student drinking interventions, prompting research on norms clarification as a single-component intervention known as Personalized Normative Feedback (PNF). Previous reviews have examined PNF in combination with other components but not as a stand-alone intervention. OBJECTIVES: To investigate the degree to which computer-delivered stand-alone personalized normative feedback interventions reduce alcohol consumption and alcohol-related harms among college students and to compare gender-neutral and gender-specific PNF. DATA SOURCES: Electronic databases were searched systematically through November 2014. Reference lists were reviewed manually and forward and backward searches were conducted. SELECTION CRITERIA: Outcome studies that compared computer-delivered, stand-alone PNF intervention with an assessment only, attention-matched, or active treatment control and reported alcohol use and harms among college students. METHODS: Between-group effect sizes were calculated as the standardized mean difference in change scores between treatment and control groups divided by pooled standard deviation. Within-group effect sizes were calculated as the raw mean difference between baseline and follow-up divided by pooled within-groups standard deviation. RESULTS: Eight studies (13 interventions) with a total of 2,050 participants were included. Compared to control participants, students who received gender-neutral (dbetween = 0.291, 95% CI [0.159, 0.423]) and gender-specific PNF (dbetween = 0.284, 95% CI [0.117, 0.451]) reported greater reductions in drinking from baseline to follow-up. Students who received gender-neutral PNF reported 3.027 (95% CI [2.171, 3.882]) fewer drinks per week at first follow-up and gender-specific PNF reported 3.089 (95% CI [0.992, 5.186]) fewer drinks. Intervention effects were small for harms (dbetween = 0.157, 95% CI [0.037, 0.278]). CONCLUSIONS: Computer-delivered PNF is an effective stand-alone approach for reducing college student drinking and has a small impact on alcohol-related harms. Effects are small but clinically relevant when considered from a public health perspective. Additional research is needed to examine computer-delivered, stand-alone PNF as a population-level prevention program.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“For instance, daily-level findings can inform personalized interventions which are often effective as they can directly address specific challenges and behaviors of each participant (Dotson et al., 2015;Riper et al., 2009).”
From Daily Communication Between First-Year College Students and Their Parents: Associations With Perceived Relationship Positivity (2024) · cites this paper as Dotson et al., 2015
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,417
Measuring inconsistency in meta-analyses
Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003) · BMJ · doi:10.1136/bmj.327.7414.557 · Cited by 63,139
Duval, S., & Tweedie, R. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00455.x · Cited by 14,099
The file drawer problem and tolerance for null results.
Rosenthal, R. (1979) · Psychological Bulletin · doi:10.1037/0033-2909.86.3.638 · Cited by 9,068 · cited 2×
“12 Publication Bias I conducted fail-safe analyses to estimate the number of missing studies with null findings that would nullify the observed summary effect (Rosenthal, 1979).”
BackgroundMethodMonitoring the Future: National Results on Adolescent Drug Use: Overview of Key Findings
Johnston, L. D., O’Malley, P. M., Bachman, J. G., & Schulenberg, J. E. (2003) · FOCUS The Journal of Lifelong Learning in Psychiatry · doi:10.1037/e560352009-001 · Cited by 6,930
A basic introduction to fixed-effect and random-effects models for meta-analysis
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2010) · Research Synthesis Methods · doi:10.1002/jrsm.12 · Cited by 6,793
Social Influence: Compliance and Conformity
Cialdini, R. B., & Goldstein, N. J. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.142015 · Cited by 6,077
Methods of Meta-Analysis: Correcting Error and Bias in Research Findings
Schmidt, F. L., & Hunter, J. E. (2015) · doi:10.4135/9781483398105 · Cited by 5,542
Hunter, J., & Schmidt, F. (2004) · doi:10.4135/9781412985031 · Cited by 3,023
Morris, S. B., & DeShon, R. P. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.1.105 · Cited by 2,502
Smith, M. L., Glass, G. V., & Miller, T. I. (1980) · Medical Entomology and Zoology · Cited by 2,123
The Handbook of Research Synthesis.
Light, R. J., Cooper, H., & Hedges, L. V. (1994) · Journal of the American Statistical Association · doi:10.2307/2291021 · Cited by 1,880
Collins, R. L., Parks, G. A., & Marlatt, G. A. (1985) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.53.2.189 · Cited by 1,644
Wechsler, H., Lee, J. E., Kuo, M., Seibring, M., Nelson, T. F., & Lee, H. (2002) · Journal of American College Health · doi:10.1080/07448480209595713 · Cited by 1,457
Collins, R. L., Parks, G. A., & Marlatt, G. A. (1985) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.53.2.189 · Cited by 1,444
Volume, I. I. (2017) · Institute for Social Research eBooks · doi:10.3998/2027.42/139710 · Cited by 1,369
Descriptive and injunctive norms in college drinking: a meta-analytic integration.
Borsari, B., & Carey, K. B. (2003) · Journal of Studies on Alcohol · doi:10.15288/jsa.2003.64.331 · Cited by 1,224
Hingson, R. W., Zha, W., & Weitzman, E. R. (2009) · Journal of Studies on Alcohol and Drugs, Supplement · doi:10.15288/jsads.2009.s16.12 · Cited by 1,184
Writing meta-analytic reviews.
Rosenthal, R. (1995) · Psychological Bulletin · doi:10.1037/0033-2909.118.2.183 · Cited by 1,108
Economic costs of excessive alcohol consumption in the U.S., 2006
Bouchery, E. E., Harwood, H. J., Sacks, J. J., Simon, C. J., & Brewer, R. D. (2011) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2011.06.045 · Cited by 1,041 · cited 1×
“Nearly 76% of these alcohol-related costs were attributed to binge drinking, defined as consuming five or more drinks in one sitting for men and four or more drinks in one sitting for women [6].”
BackgroundSocial norms and the prevention of alcohol misuse in collegiate contexts.
Perkins, H. W. (2002) · Journal of Studies on Alcohol Supplement · doi:10.15288/jsas.2002.s14.164 · Cited by 882
Feingold, A. (2009) · Psychological Methods · doi:10.1037/a0014699 · Cited by 851
Are social norms the best predictor of outcomes among heavy-drinking college students?
Neighbors, C., Lee, C. M., Lewis, M. A., Fossos, N., & Larimer, M. E. (2007) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2007.68.556 · Cited by 727
The power of statistical tests in meta-analysis
Hedges, L. V., & Pigott, T. D. (2001) · Psychological Methods · doi:10.1037/1082-989x.6.3.203 · Cited by 716 · cited 3×
“Hedges, L. V., & Pigott, T. D. (2001).”
MethodInfluentialBiases in the perception of drinking norms among college students.
Baer, J. S., Stacy, A., & Larimer, M. (1991) · Journal of Studies on Alcohol · doi:10.15288/jsa.1991.52.580 · Cited by 688
Neighbors, C., Larimer, M. E., & Lewis, M. A. (2004) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.72.3.434 · Cited by 661
Brief Alcohol Screening and Intervention for College Students (Basics): A Harm Reduction Approach
Kivlahan, D. R., Dimeff, L. A., Baer, J. S., & Marlatt, G. A. (1999) · Cited by 643
Brief Intervention for Heavy-Drinking College Students: 4-Year Follow-Up and Natural History
Baer, J. S., Kivlahan, D. R., Blume, A. W., McKnight, P. E., & Marlatt, G. A. (2001) · American Journal of Public Health · doi:10.2105/ajph.91.8.1310 · Cited by 500
Wechsler, H., & Nelson, T. F. (2008) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2008.69.481 · Cited by 483
Lewis, M. A., & Neighbors, C. (2006) · Journal of American College Health · doi:10.3200/jach.54.4.213-218 · Cited by 452
Hedges, L. V. (1994) · Cited by 397
Gender-Specific Misperceptions of College Student Drinking Norms.
Lewis, M. A., & Neighbors, C. (2004) · Psychology of Addictive Behaviors · doi:10.1037/0893-164x.18.4.334 · Cited by 380
Feedback interventions for college alcohol misuse: What, why and for whom?
Walters, S. T., & Neighbors, C. (2005) · Addictive Behaviors · doi:10.1016/j.addbeh.2004.12.005 · Cited by 335
Optimizing personalized normative feedback: the use of gender-specific referents.
Lewis, M. A., & Neighbors, C. (2007) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2007.68.228 · Cited by 242
Slutske, W. S., Hunt‐Carter, E. E., Nabors-Oberg, R., Sher, K. J., Bucholz, K. K., Madden, P. A. F., Anokhin, A. P., & Heath, A. C. (2004) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.113.4.530 · Cited by 230
Mailed personalized normative feedback as a brief intervention for at-risk college drinkers.
Collins, S. E., Carey, K. B., & Sliwinski, M. J. (2002) · Journal of Studies on Alcohol · doi:10.15288/jsa.2002.63.559 · Cited by 227
Neighbors, C., Lewis, M. A., Bergstrom, R. L., & Larimer, M. E. (2006) · Health Psychology · doi:10.1037/0278-6133.25.5.571 · Cited by 211
Curbing Problem Drinking with Personalized-Feedback Interventions
Riper, H., van Straten, A., Keuken, M., Smit, F., Schippers, G., & Cuijpers, P. (2009) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2008.10.016 · Cited by 203
Miller, M. B., Leffingwell, T. R., Claborn, K., Meier, E. M., Walters, S. T., & Neighbors, C. (2012) · Psychology of Addictive Behaviors · doi:10.1037/a0031174 · Cited by 192
Social norms information for alcohol misuse in university and college students
Foxcroft, D., Moreira, M. T., Santimano, N. M. A., & Smith, L. A. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006748.pub4 · Cited by 172
Murphy, J. G., Benson, T. A., Vuchinich, R. E., Deskins, M., Eakin, D. E., Flood, A. M., McDevitt-Murphy, M. E., & Torrealday, O. (2004) · Journal of Studies on Alcohol · doi:10.15288/jsa.2004.65.200 · Cited by 170
Indicated prevention for incoming freshmen: personalized normative feedback and high-risk drinking.
Lewis, M. A., Neighbors, C., Oster-Aaland, L., Kirkeby, B. S., & Larimer, M. E. (2007) · Addictive Behaviours · doi:10.1016/j.addbeh.2007.06.019 · Cited by 158
Hingson, R., & White, A. M. (2014) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2014.75.158 · Cited by 156
LaBrie, J., Lewis, M. A., Atkins, D. C., Neighbors, C., Zheng, C., Kenney, S. R., Napper, L. E., Walter, T., Kilmer, J., Hummer, J., et al. (2013) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0034087 · Cited by 135
In Praise of Feedback: An Effective Intervention for College Students Who Are Heavy Drinkers
Walters, S. T. (2000) · Journal of American College Health · doi:10.1080/07448480009599310 · Cited by 113
Lewis, M. A., Patrick, M. E., Litt, D. M., Atkins, D. C., Kim, T., Blayney, J. A., Norris, J., George, W. H., & Larimer, M. E. (2014) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0035550 · Cited by 108
Social norms information for alcohol misuse in university and college students
Foxcroft, D., Moreira, M. T., Santimano, N. M. A., & Smith, L. A. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006748.pub3 · Cited by 107
Providing personalized assessment feedback for problem drinking on the internet: a Pilot Project
Cunningham, J. A., Humphreys, K., & Koski-Jännes, A. (2000) · Journal of Studies on Alcohol · doi:10.15288/jsa.2000.61.794 · Cited by 101
Social-norms interventions for light and nondrinking students
Neighbors, C., Jensen, M. M., Tidwell, J., Walter, T., Fossos, N., & Lewis, M. A. (2011) · Group Processes & Intergroup Relations · doi:10.1177/1368430210398014 · Cited by 69
Monk, R. L., & Heim, D. (2013) · Psychology of Addictive Behaviors · doi:10.1037/a0033948 · Cited by 53
Translating effective web-based self-help for problem drinking into the real world
Riper, H., Kramer, J., Conijn, B., Smit, F., Schippers, G., & Cuijpers, P. (2009) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.2009.00970.x · Cited by 50
Lewis, M. A., & Neighbors, C. (2014) · Psychology of Addictive Behaviors · doi:10.1037/adb0000003 · Cited by 43
Effects of normative feedback for drinkers who consume less than the norm: Dodging the boomerang.
Prince, M. A., Reid, A. E., Carey, K. B., & Neighbors, C. (2014) · Psychology of Addictive Behaviors · doi:10.1037/a0036402 · Cited by 40
Implications of Research on Computer Delivered Normative Feedback for Social Norms Campaigns.
Neighbors, C. (2005) · PubMed · Cited by 1
Flagged first, then by citations
Research works printed but not linked: 2
- From Local and National Action to Global Change. World Health Organization. Global Alcohol Policy Conference; 2013; Seoul, Korea.
- C Neighbors, 2006, Being controlled by normative influences: Self-determination as a moderator of a normative feedback alcohol intervention, Health Psychol, 25, 571, 10.1037/0278-6133.25.5.571 · DOI
Cited by
Sorted by citations
Binge drinking: Health impact, prevalence, correlates and interventions
Kuntsche, E. N., Kuntsche, S., Thrul, J., & Gmel, G. E. (2017) · Psychology and Health · doi:10.1080/08870446.2017.1325889 · Cited by 407
Kaner, E. F., Beyer, F. R., Garnett, C., Crane, D., Brown, J., Muirhead, C., Redmore, J., O'Donnell, A., Newham, J. J., de Vocht, F., et al. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011479.pub2 · Cited by 308
Determinants of behaviour and their efficacy as targets of behavioural change interventions
Albarracín, D., Farkhad, B. F., & Samayoa, J. A. G. (2024) · Nature Reviews Psychology · doi:10.1038/s44159-024-00305-0 · Cited by 313
Health behaviour: Current issues and challenges
Conner, M. T., & Norman, P. E. (2017) · Psychology and Health · doi:10.1080/08870446.2017.1336240 · Cited by 230
Graupensperger, S. A., Abdallah, D. A., & Lee, C. M. (2021) · Vaccine · doi:10.1016/j.vaccine.2021.03.018 · Cited by 222
Metadata
- Authors
- Dotson, K. B., Dunn, M. E., & Bowers, C. A.
- Affiliations
- University of Central Florida (US)
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2015-10-08
- Volume
- 10
- Issue
- 10
- Pages
- e0139518
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC4598082
- OpenAlex
- W2124616725
- Cited by
- 181
- References
- 54
- Citations by year
- 2026: 4 · 2025: 21 · 2024: 12 · 2023: 15 · 2022: 21 · 2021: 25 · 2020: 15 · 2019: 20 · 2018: 21 · 2017: 16 · 2016: 11
- FWCI
- 12.55
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Journal of International Crisis and Risk Communication Research (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Topics
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Social Sciences › Communication › Media Influence and Health
- Keywords
- personalized normative feedback, college drinking, alcohol consumption, alcohol-related harm, computer-based intervention, alcohol prevention
- MeSH terms
- Alcohol Drinking in College, Alcohol Drinking, Humans, Databases, Factual, Internet, Feedback, Psychological
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review