Latent Class Analysis of Lifestyle Characteristics and Health Risk Behaviors among College Youth

Prevention Science - Tập 10 Số 4 - Trang 376-386 - 2009
Melissa N. Laska1, Keryn E. Pasch1, Katherine Lust2, Mary Story1, Ed Ehlinger2
1Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
2Boynton Health Service, University of Minnesota, Minneapolis, MN, USA

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Adamson, G., Murphy, S., Shevlin, M., Buckle, P., & Stubbs, D. (2007). Profiling schoolchildren in pain and associated demographic and behavioural factors: A latent class approach. Pain, 129, 295–303. doi: 10.1016/j.pain.2006.10.015 .

Agrawal, A., Lynskey, M.T., Madden, P.A., Bucholz, K.K., & Heath, A.C. (2007). A latent class analysis of illicit drug abuse/dependence: Results from the National Epidemiological Survey on Alcohol and Related Conditions. Addiction (Abingdon, England), 102, 94–104. doi: 10.1111/j.1360-0443.2006.01630.x .

American College Health Association (ACHA). (2007). National College Health Assessment Spring 2006 Reference Group data report (abridged). Journal of American College Health, 55, 195–206.

Arnett, J.J. (2000). Emerging adulthood. A theory of development from the late teens through the twenties. The American Psychologist, 55, 469–480. doi: 10.1037/0003-066X.55.5.469 .

Boutelle, K., Fulkerson, J., Neumark-Sztainer, D., Story, M., & French, S. (2007). Fast food for family meals: Relationships with parent and adolescent food intake, home food environment and weight status. Public Health Nutrition, 10, 16–23. doi: 10.1017/S136898000721794X .

Butler, S.M., Black, D.R., Blue, C.L., & Gretebeck, R.J. (2004). Change in diet, physical activity, and body weight in female college freshman. American Journal of Health Behavior, 28, 24–32.

Chen, X., Beydoun, M.A., & Wang, Y. (2008). Is sleep duration associated with childhood obesity? A systematic review and meta-analysis. Obesity (Silver Spring, Md.), 16, 265–274. doi: 10.1038/oby.2007.63 .

Cizza, G., Skarulis, M., & Mignot, E. (2005). A link between short sleep and obesity: Building the evidence for causation. Sleep, 28, 1217–1220.

Dierker, L.C., Vesel, F., Sledjeski, E.M., Costello, D., & Perrine, N. (2007). Testing the dual pathway hypothesis to substance use in adolescence and young adulthood. Drug and Alcohol Dependence, 87, 83–93. doi: 10.1016/j.drugalcdep.2006.08.001 .

Eisenberg, M.E., Neumark-Sztainer, D., & Lust, K. (2005). Weight-related issues and high risk sexual behavior among college students. Journal of the American College Health Association, 54, 95–101. doi: 10.3200/JACH.54.2.95-101 .

French, S., Harnack, L., & Jeffery, R.W. (2000). Fast food restaurant use among women in the Pound of Prevention study: Dietary, behavioral and demographic correlates. International Journal of Obesity, 24, 1353–1359. doi: 10.1038/sj.ijo.0801429 .

French, S.A., Story, M., Neumark-Sztainer, D., Fulkerson, J.A., & Hannan, P. (2001). Fast food restaurant use among adolescents. International Journal of Obesity and Related Metabolic Disorders, 25, 1823–1833. doi: 10.1038/sj.ijo.0801820 .

Galston, W. (2007). Being 20-something in the 21st century. Retrieved February 1, 2008, from http://www.brookings.edu/speeches/2007/1004useconomics_galston.aspx .

Gangwisch, J.E., Malaspina, D., Boden-Albala, B., & Heymsfield, S.B. (2005). Inadequate sleep as a risk factor for obesity: Analyses of the NHANES I. Sleep, 28, 1289–1296.

Harris, K.M., Gordon-Larsen, P., Chantala, K., & Udry, J.R. (2006). Longitudinal trends in race/ethnic disparities in leading health indicators from adolescence to young adulthood. Archives of Pediatrics & Adolescent Medicine, 160, 74–81. doi: 10.1001/archpedi.160.1.74 .

Haskell, W.L., Lee, I.M., Pate, R.R., Powell, K.E., Blair, S.N., Franklin, B.A., et al. (2007). Physical activity and public health: Updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. Circulation, 116, 1081–1093. doi: 10.1161/CIRCULATIONAHA.107.185649 .

Hovell, M.F., Mewborn, C.R., Randle, Y., & Fowler-Johnson, S. (1985). Risk of excess weight gain in university women: A three-year community controlled analysis. Addictive Behaviors, 10, 15–28. doi: 10.1016/0306-4603(85)90049-8 .

Knapp, L., Kelly-Reid, J., & Whitmore, R. (2006). Enrollment in postsecondary institutions, Fall 2004; graduation rates, 1998 & 2001 cohorts; and financial statistics, fiscal year 2004 (NCES 2006-155). Washington, DC: U.S. Department of Education, National Center for Education Statistics.

Lanza, S.T., Flaherty, B., & Collins, L.M. (2003). Latent class and latent transition analysis, volume 2. In J. Schinka, & W. Velicer (Eds.), Research methods in psychology (pp. 663–685). Hoboken, NJ: Wiley.

Lanza, S.T., Collins, L.M., Lemmon, D., & Schafer, J.L. (2007). PROC LCA: A SAS procedure for latent class analysis. Structural Equation Modeling, 14, 671–694.

Larson, N.I., Neumark-Sztainer, D., Hannan, P.J., & Story, M. (2007). Trends in adolescent fruit and vegetable consumption, 1999–2004: Project EAT. American Journal of Preventive Medicine, 32, 147–150. doi: 10.1016/j.amepre.2006.10.011 .

Levitsky, D.A., Halbmaier, C.A., & Mrdjenovic, G. (2004). The freshman weight gain: A model for the study of the epidemic of obesity. International Journal of Obesity and Related Metabolic Disorders, 28, 1435–1442. doi: 10.1038/sj.ijo.0802776 .

Matvienko, O., Lewis, D.S., & Schafer, E. (2001). A college nutrition science course as an intervention to prevent weight gain in female college freshmen. Journal of Nutrition Education, 33, 95–101. doi: 10.1016/S1499-4046(06)60172-3 .

McLachlan, G., & Peel, D. (2000). Finite mixture models. New York: Wiley.

Megel, M., Wade, F., Hawkins, P., Norton, J., Sandstrom, S., Zajic, K., et al. (1994). Health promotion, self-esteem, and weight among female college freshmen. Health Values, 18, 10–19.

Morrow, M.L., Heesch, K.C., Dinger, M.K., Hull, H.R., Kneehans, A.W., & Fields, D.A. (2006). Freshman 15: Fact or fiction? Obesity (Silver Spring, Md.), 14, 1438–1443. doi: 10.1038/oby.2006.163 .

National Center for Education Statistics (NCES). Digest education statistics, Retrieved March 21, 2006, from http://nces.ed.gov/programs/digest .

National Survey of Student Engagement. 2007 Annual report, experiences that matter: Enhancing student learning and success. Retrieved February 1, 2008, from http://nsse.iub.edu/NSSE%5F2007%5FAnnual%5FReport .

Nelson, M.C., Neumark-Sztainer, D., Hannan, P., Sirard, J., & Story, M. (2006). Longitudinal and secular trends in physical activity and sedentary behavior during adolescence. Pediatrics, 118, 1627–1634. doi: 10.1542/peds.2006-0926 .

Nelson, M.C., Lust, K., Story, M., & Ehlinger, E. (2008a). Associations between credit card debt, stress, and leading health risk behaviors among college students. American Journal of Health Promotion, 22, 400–407.

Nelson, M.C., Story, M., Larson, N.I., Neumark-Sztainer, D., & Lytle, L.A. (2008b). Emerging adulthood and college-aged youth: An overlooked age for weight-related behavior change. Obesity (Silver Spring, Md.), 16, 2205–2211.

Nelson, M.C., Lust, K., Story, M., & Ehlinger, E. (2009). Alcohol use, eating patterns & weight behaviors in a university population. American Journal of Health Behavior, 33, 227–237.

Neumark-Sztainer, D., Sherwood, N.E., French, S.A., & Jeffery, R.W. (1999). Weight control behaviors among adult men and women: Cause for concern? Obesity Research, 7, 179–188.

Neumark-Sztainer, D.R., Wall, M.M., Haines, J.I., Story, M.T., Sherwood, N.E., & van den Berg, P.A. (2007). Shared risk and protective factors for overweight and disordered eating in adolescents. American Journal of Preventive Medicine, 33, 359–369. doi: 10.1016/j.amepre.2007.07.031 .

Ogden, C.L., Carroll, M.D., Curtin, L.R., McDowell, M.A., Tabak, C.J., & Flegal, K.M. (2006). Prevalence of overweight and obesity in the United States, 1999–2004. Journal of the American Medical Association, 295, 1549–1555. doi: 10.1001/jama.295.13.1549 .

Padmadas, S.S., Dias, J.G., & Willekens, F.J. (2006). Disentangling women’s responses on complex dietary intake patterns from an Indian cross-sectional survey: a latent class analysis. Public Health Nutrition, 9, 204–211. doi: 10.1079/PHN2005842 .

Pasch, K.E., Nelson, M.C., Lytle, L.A., Moe, S.G., & Perry, C.L. The adoption of risk-related factors through early adolescence: Associations with weight status and implications for causal mechanisms. The Journal of Adolescent Health, 43, 387–393.

Pereira, M.A., Kartashov, A.I., Ebbeling, C.B., Van Horn, L., Slattery, M.L., Jacobs, D.R., Jr., et al. (2005). Fast-food habits, weight gain, and insulin resistance (the CARDIA study): 15-year prospective analysis. Lancet, 365, 36–42. doi: 10.1016/S0140-6736(04)17663-0 .

Racette, S.B., Deusinger, S.S., Strube, M.J., Highstein, G.R., & Deusinger, R.H. (2008). Changes in weight and health behaviors from freshman through senior year of college. Journal of Nutrition Education Journal of Nutrition Education and Behavior, 40, 39–42. doi: 10.1016/j.jneb.2007.01.001 .

Reboussin, B.A., Song, E.Y., Shrestha, A., Lohman, K.K., & Wolfson, M. (2006). A latent class analysis of underage problem drinking: Evidence from a community sample of 16-20 year olds. Drug and Alcohol Dependence, 83, 199–209. doi: 10.1016/j.drugalcdep.2005.11.013 .

Tsai, L.L., & Li, S.P. (2004). Sleep patterns in college students: Gender and grade differences. Journal of Psychosomatic Research, 56, 231–237. doi: 10.1016/S0022-3999(03)00507-5 .

US Census Bureau (2006). Financing the future: Postsecondary students, costs, and financial aid: 2001–2002. Retrieved January 23, 2008, from http://www.census.gov/population/www/socdemo/FTF-tabs.html .

US Department of Health and Human Services, & U.S. Department of Agriculture. (2005). Dietary guidelines for Americans. Washington, DC: US Government Printing Office.

US Surgeon General’s Office. (2004). The Surgeon general’s workshop on drunk driving. Retreived on July 16, 2008 from: http://profiles.nlm.nih.gov/NN/B/C/X/T/ .

US Surgeon General’s Report. (2004). The health consequences of smoking. Retrieved July 16, 2008 from http://www.cdc.gov/tobacco/data_statistics/sgr1/sgr_2004/index.html .

Voelker, R. (2004). Stress, sleep loss, and substance abuse create potent recipe for college depression. Journal of the American Medical Association, 291, 2177–2179. doi: 10.1001/jama.291.18.2177 .

Yang, C.C. (2006). Evaluating latent class analysis models in qualitative phenotype identification. Computational Statistics & Data Analysis, 50, 1090–1104. doi: 10.1016/j.csda.2004.11.004 .