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Articles

Mediation analysis in nursing research: a methodological review

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Pages 643-656 | Received 16 Sep 2013, Accepted 07 Apr 2015, Published online: 15 Jul 2015

References

  • Andrews, J. O., Felton, G., Wewers, M. E., Waller, J., & Tingen, M. (2007). The effect of a multi-component smoking cessation intervention in African American women residing in public housing. Research in Nursing & Health, 30(1), 45–60. doi: 10.1002/nur.20174
  • Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51, 1173–1182. doi: 10.1037/0022-3514.51.6.1173
  • Bellinger, D. C. (2008). Very low lead exposures and children's neurodevelopment. Current Opinion in Pediatrics, 20(2), 172–177. doi: 10.1097/MOP.0b013e3282f4f97b
  • Bennett, J. A. (2000). Mediator and moderator variables in nursing research: Conceptual and statistical differences. Research in Nursing & Health, 23(5), 415–420. doi: 10.1002/1098-240X(200010)23:5<415::AID-NUR8>3.0.CO;2-H
  • Breitborde, N. J., Srihari, V. H., Pollard, J. M., Addington, D. N., & Woods, S. W. (2010). Mediators and moderators in early intervention research. Early Intervention in Psychiatry, 4(2), 143–52. doi: 10.1111/j.1751-7893.2010.00177.x
  • Carlson, B., Pozehl, B., Hertzog, M., Zimmerman, L., & Riegel, B. (2012). Predictors of Overall Perceived Health in Patients with Heart Failure. Journal of Cardiovascular Nursing, 0(0), 1–10.
  • Cole, D. A., & Maxwell, S. E. (2003). Testing mediational models with longitudinal data: Questions and tips in the use of structural equation modeling. Journal of Abnormal Psychology, 112(4), 558–577. doi: 10.1037/0021-843X.112.4.558
  • Dunst, C. J., & Trivette, C. M. (2009). Meta-analytic structural equation modeling of the influences of family-centered care on parent and child psychological health. International Journal of Pediatrics, Epub.
  • Emsley, R., Dunn, G., & White, I. R. (2010). Mediation and moderation of treatment effects in randomised controlled trials of complex interventions. Statistical Methods in Medical Research, 19(3), 237–70. doi: 10.1177/0962280209105014
  • Estok, P. J., Sedlak, C. A., Doheny, M. O., & Hall, R. (2007). Structural model for osteoporosis preventing behavior in postmenopausal women. Nurs Res, 56(3), 148–58. doi: 10.1097/01.NNR.0000270031.64810.0c
  • Frazier, P. A., Tix, A. P., & Barron, K. E. (2004). Testing moderator and mediator effects in counseling psychology research. Journal of Counseling Psychology, 51, 115–134. doi: 10.1037/0022-0167.51.1.115
  • Gelfand, L. A., Mensinger, J. L., & Tenhave, T. (2009). Mediation analysis: A retrospective snapshot of practice and more recent directions. The Journal of General Psychology, 136, 153–178. doi: 10.3200/GENP.136.2.153-178
  • Giurgescu, C., Penckofer, S., Maurer, M. C., & Bryant, F. B. (2006). Impact of uncertainty, social support and prenatal coping on the psychological well-being of high-risk pregnant women. Nursing Research journal, 55(5), 356–365. doi: 10.1097/00006199-200609000-00008
  • Hayes, A. F. (2009). Beyond Baron and Kenny: Statistical mediation analysis in the new millennium. Communication Monographs, 76, 408–420. doi: 10.1080/03637750903310360
  • He, C., Zhang, C., Hunter, D. J., Hankinson, S. E., Buck-Louis, G. M., Hediger, M. L., & Hu, F. B. (2010). Age at menarche and risk of type 2 diabetes: Results from 2 large prospective cohort studies. American Journal of Epidemiology, 171(3), 334–344. doi: 10.1093/aje/kwp372
  • Jasti, S., Dudley, W. N., & Goldwater, E. (2008). SAS macros for testing statistical mediation in data with binary mediators or outcomes. Nurs Res, 57(2), 118–22. doi: 10.1097/01.NNR.0000313479.55002.74
  • Kotz, D., Huibers, M. J. H., West, R. J., Wesseling, G., & van Schayck, O. C. P. (2009). What mediates the effect of confrontational counseling on smoking cessation in smokers in COPD?. Patient Education and Counseling, 76(1), 16–24. doi: 10.1016/j.pec.2008.11.017
  • Kraemer, H. C. (2008). Toward non-parametric and clinically meaningful moderators and mediators. Statistics in Medicine, 27(10), 1679–92. doi: 10.1002/sim.3149
  • Kraemer, H. C., Kiernan, M., Essex, M., & Kupfer, D. J. (2008). How and why criteria defining moderators and mediators differ between the Baron & Kenny and MacArthur approaches. Health Psychology, 27(2 Suppl.), S101–S108. doi: 10.1037/0278-6133.27.2(Suppl.).S101
  • Krause, M. R., Serlin, R. C., Ward, S. E., Rony, R. Y., Ezenwa, M. O., & Naab, F. (2010). Testing mediation in nursing research: Beyond Baron and Kenny. Nursing Research, 59(4), 288–94. doi: 10.1097/NNR.0b013e3181dd26b3
  • Le Blanc, P. M., Schaufeli, W. B., Salanova, M., Llorens, S., & Nap, R. E. (2010). Efficacy beliefs predict collaborative practice among intensive care unit nurses. Journal of Advanced Nursing, 66, 583–594. doi: 10.1111/j.1365-2648.2009.05229.x
  • Levy, J. A., Landerman, L. R., & Davis, L. L. (2011). Advances in mediation analysis can facilitate nursing research. Nurs Res, 60(5), 333–9.
  • Lindley, P., & Walker, S. N. (1993). Theoretical and methodological differentiation of moderation and mediation. Nursing Research, 42(5), 276–279. doi: 10.1097/00006199-199309000-00005
  • Little, T. D., Bovaird, J. A., & Card, N. A. (Eds.). (2007). Modeling contextual effects in longitudinal studies. Mahaw, NJ: Erlbaum.
  • Liu, J. (2004a). Childhood externalizing behavior-theory and implication. Journal of Child and Adolescent Psychiatric Nursing, 17(3), 93–103. doi: 10.1111/j.1744-6171.2004.tb00003.x
  • Liu, J. (2011). Early health risk factors for violence: Conceptualization, review of the evidence, and implications. Aggression and Violent Behavior, 16, 63–73. doi: 10.1016/j.avb.2010.12.003
  • Liu, J., Li, L., Wang, Y., Yan, C., & Liu, X. (2013). Impact of low blood lead concentrations on IQ and school performance in Chinese children. PLOS One, 8(5), 1–8.
  • Liu, J., Liu, X., Wang, W., McCauley, L., Pinto-Martin, J., Wang, Y., Li, L., Yan, C., & Rogan, W. J. (2014). Blood Lead Levels and Children's Behavioral and Emotional Problems: A Cohort Study. JAMA Pediatrics, 168(8), 737–745. doi: 10.1001/jamapediatrics.2014.332
  • Liu, J., Raine, A., Venables, P., & Mednick, S. A. (2004b). Malnutrition at age 3 years predisposes to externalizing behavior problems at ages 8, 11 and 17 years. American Journal of Psychiatry, 161, 2005–2013. doi: 10.1176/appi.ajp.161.11.2005
  • Liu, J., Raine, A., Wuerker, A., Venables, P., & Mednick, S. A. (2009). The association of birth complications and externalizing behavior in early adolescents: Direct and mediating effects. Journal of Research on Adolescence, 19(1), 93–111. doi: 10.1111/j.1532-7795.2009.00583.x
  • MacKinnon, D. P. (2008). Introduction to statistical mediation analysis. New York, NY: Erlbaum.
  • MacKinnon, D. P., Fairchild, A. J., & Fritz, M. S. (2007). Mediation analysis. Annual review of psychology, 58, 593–614. doi: 10.1146/annurev.psych.58.110405.085542
  • MacKinnon, D. P., & Luecken, L. J. (2008). How and for whom? Mediation and moderation in health psychology. Health Psychology, 27(2), S99–S100. doi: 10.1037/0278-6133.27.2(Suppl.).S99
  • Mahon, N. E., Yarcheski, A., & Yarcheski, T. J. (1998). Social support and positive health practices in young adults. Clin Nurs Res, 7, 292–308. doi: 10.1177/105477389800700306
  • Mahon, N. E., Yarcheski, A., Yarcheski, T. J., & Hanks, M. M. (2007). Mediation Models of Health Practices in Early Adolescents. Clin Nurs Res, 16(4), 302–316. doi: 10.1177/1054773807307314
  • Munir, F., & Nielsen, K. (2009). Does self-efficacy mediate the relationship between transformational leadership behaviors and healthcare workers’ sleep quality? A longitudinal study. Journal of Advanced Nursing, 65(9), 1833–1843. doi: 10.1111/j.1365-2648.2009.05039.x
  • National Institute of Nursing Research (NINR). (2010). NINR Mission. Retrieved from http://www.ninr.nih.gov/NR/rdonlyres/E54A777C-FAAA-474A-BDFF-5B85EC8B9E7E/0/StrategicMission.pdf.
  • Peters, V. P., De Rijk, A. E. & Boumans, N. P. (2009). Nurses’ satisfaction with shiftwork and associations with work, home and health characteristics: A survey in the Netherlands. Journal of Advanced Nursing, 65(12), 2689–2700. doi: 10.1111/j.1365-2648.2009.05123.x
  • Plach, S. K., Heidrich, S., & Waite, R. M. (2003). Relationship of social role quality to psychological well-being in women with rheumatoid arthritis. Research in Nursing & Health, 26(3), 190–202. doi: 10.1002/nur.10087
  • Riegel, B., & Dickson, V. V. (2008). A situation-specific theory of heart failure self-care. J Cardiovasc Nurs, 23(3), 190–196. doi: 10.1097/01.JCN.0000305091.35259.85
  • Yarcheski, A., Mahon, N. E., & Yarcheski, T. J. (2001). Social Support and Well-Being in Early Adolescents: The Role of mediating Variables. Clin Nurs Res, 10(2), 163–181. doi: 10.1177/10547730122158851
  • Zhao, X., Lynch, J., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of Consumer Research, 37, 197–206. doi: 10.1086/651257

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