Home » Health » Differential patterns of lifestyle behaviors among low- and high-income postmenopausal women in Korea: a latent class analysis – BMC Women’s Health

Share This Post

Health

Differential patterns of lifestyle behaviors among low- and high-income postmenopausal women in Korea: a latent class analysis – BMC Women’s Health

Differential patterns of lifestyle behaviors among low- and high-income postmenopausal women in Korea: a latent class analysis - BMC Women's Health
  • Biglia N, Cagnacci A, Gambacciani M, Lello S, Maffei S, Nappi RE. Vasomotor symptoms in menopause: a biomarker of cardiovascular disease risk and other chronic diseases? Climacteric. 2017;20(4):306–12.

    Article  PubMed  Google Scholar 

  • Shifren JL, Gass MLS. NAMS recommendations for clinical Care of Midlife Women Working Group. The North American Menopause Society recommendations for clinical care of midlife women. Menopause. 2014;21(10):1038–62.

    Article  PubMed  Google Scholar 

  • Kim MY, Im S-W, Park HM. The demographic changes of menopausal and geripausal women in Korea. J Bone Metab. 2015;22(1):23–8.

    Article  PubMed  PubMed Central  Google Scholar 

  • Brzozowska M, Lewiński A. Changes of androgens levels in menopausal women. Menopause Rev. 2020;19(4):151–4.

    Article  Google Scholar 

  • Al-Safi ZA, Santoro N. Menopausal hormone therapy and menopausal symptoms. Fertil Steril. 2014;101(4):905–15.

    Article  PubMed  Google Scholar 

  • Harlow SD, Derby CA. Women’s midlife health: why the midlife matters. Womens Midlife Health. 2015;1:5.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lobo RA, Davis SR, De Villiers TJ, Gompel A, Henderson VW, Hodis HN, et al. Prevention of diseases after menopause. Climacteric. 2014;17(5):540–56.

    Article  PubMed  Google Scholar 

  • Minkin MJ. Menopause: hormones, lifestyle, and optimizing aging. Obstet Gynecol Clin N Am. 2019;46(3):501–14.

    Article  Google Scholar 

  • Jaspers L, Daan NMP, van Dijk GM, Gazibara T, Muka T, Wen K, et al. Health in middle-aged and elderly women: a conceptual framework for healthy menopause. Maturitas. 2015;81(1):93–8.

    Article  PubMed  Google Scholar 

  • Luo J, Dinh P, Hendryx M, Li W, Robinson J, Margolis KL. Risk patterns and mortality in postmenopausal women using latent class analysis. Am J Prev Med. 2021;61(5):e225–e33.

    Article  PubMed  PubMed Central  Google Scholar 

  • Li S, Ho SC, Sham A. Relationship between menopause status, attitude toward menopause, and quality of life in Chinese midlife women in Hong Kong. Menopause. 2016;23(1):67–73.

    Article  PubMed  Google Scholar 

  • Amiri M, Karabegović I, van Westing AC, Verkaar AJCF, Beigrezaei S, Lara M, et al. Whole-diet interventions and cardiovascular risk factors in postmenopausal women: a systematic review of controlled clinical trials. Maturitas. 2022;155:40–53.

    Article  PubMed  Google Scholar 

  • Farvid MS, Spence ND, Holmes MD, Barnett JB. Fiber consumption and breast cancer incidence: a systematic review and meta-analysis of prospective studies. Cancer. 2020;126(13):3061–75.

    Article  PubMed  Google Scholar 

  • Colpani V, Baena CP, Jaspers L, van Dijk GM, Farajzadegan Z, Dhana K, et al. Lifestyle factors, cardiovascular disease and all-cause mortality in middle-aged and elderly women: a systematic review and meta-analysis. Eur J Epidemiol. 2018;33(9):831–45.

    Article  PubMed  Google Scholar 

  • Cockerham WC. Health lifestyle theory and the convergence of agency and structure. J Health Soc Behav. 2005;46(1):51–67.

    Article  PubMed  Google Scholar 

  • Cockerham WC. Health lifestyles: bringing structure back. In: Cockerham WC, editor. The new Blackwell companion to medical sociology. Oxford: Wiley Balckwell; 2010. p. 159–83.

    Google Scholar 

  • Cockerham WC, D. Wolfe J, Bauldry S. Health lifestyles in late middle age. Res Aging. 2020;42(1):34–46.

    Article  PubMed  Google Scholar 

  • Nguyen HQ, Herting JR, Kohen R, Perry CK, LaCroix A, Adams-Campbell LL, et al. Recreational physical activity in postmenopausal women is stable over 8 years of follow-up. J Phys Act Health. 2013;10(5):656–68.

    Article  PubMed  Google Scholar 

  • Kwon Y-J, Lim H-J, Lee Y-J, Lee H-S, Linton JA, Lee JW, et al. Associations between high-risk alcohol consumption and sarcopenia among postmenopausal women. Menopause. 2017;24(9):1022–7.

    Article  PubMed  Google Scholar 

  • Pampel FC, Krueger PM, Denney JT. Socioeconomic disparities in health behaviors. Annu Rev Sociol. 2010;36(1):349–70.

    Article  PubMed  PubMed Central  Google Scholar 

  • Liberali R, Flavia Del C, Kupek E, Assis MAA. Latent class analysis of lifestyle risk factors and association with overweight and/or obesity in children and adolescents: systematic review. Child Obes. 2021;17(1):2–15.

    Article  PubMed  Google Scholar 

  • de Jonge MC, Bukman AJ, van Leeuwen L, Onrust SA, Kleinjan M. Latent classes of substance use in young adults – a systematic review. Subst Use Misuse. 2022;57(5):769–85.

    Article  PubMed  Google Scholar 

  • Zhang L. A latent class analysis of health lifestyles and health outcomes among Chinese older adults. Ageing Soc. 2021;41(2):313–38.

    Article  Google Scholar 

  • Collins LM, Lanza ST. Latent class and latent transition analysis with applications in the social, behavioral, and health sciences. New Jersey: John Wiley & Sons; 2010.

    Google Scholar 

  • Lanza ST, Rhoades BL. Latent class analysis: an alternative perspective on subgroup analysis in prevention and treatment. Prev Sci. 2013;14(2):157–68.

    Article  PubMed  PubMed Central  Google Scholar 

  • Tajik E, Shariff ZM, Esfehani AJ, Mun CY, Ebrahimi F. Dietary calcium intake and socioeconomic status are associated with bone mineral density in postmenopausal women. World Appl Sci J. 2014;31(2):244–52.

    Google Scholar 

  • Seib C, Anderson D, Lee K. Prevalence and correlates of sleep disturbance in postmenopausal women: the Australian healthy aging of women (HOW) study. J Women’s Health. 2014;23(2):151–8.

    Article  Google Scholar 

  • Ogwumike OO, Kaka B, Adegbemigun O, Abiona T. Health-related and socio-demographic correlates of physical activity level amongst urban menopausal women in Nigeria. Maturitas. 2012;73(4):349–53.

    Article  PubMed  Google Scholar 

  • Dickins KA, Looby SE. Behavioral and psychological health inequities in income disparate perimenopausal women: a brief report. Menopause. 2021;28(1):86–92.

    Article  Google Scholar 

  • Södergren M, Wang WC, Salmon J, Ball K, Crawford D, McNaughton SA. Predicting healthy lifestyle patterns among retirement age older adults in the WELL study: a latent class analysis of sex differences. Maturitas. 2014;77(1):41–6.

    Article  PubMed  Google Scholar 

  • Sarma EA, Moyer A, Messina CR, Laroche HH, Snetselaar L, Van Horn L, et al. Is there a spillover effect of targeted dietary change on untargeted health behaviors? Evidence from a dietary modification trial. Health Educ Behav. 2019;46(4):569–81.

    Article  PubMed  Google Scholar 

  • Hendryx M, Dinh P, Chow A, Kroenke CH, Hingle M, Shadyab AH, et al. Lifestyle and psychosocial patterns and diabetes incidence among women with and without obesity: a prospective latent class analysis. Prev Sci. 2020;21(6):850–60.

    Article  PubMed  Google Scholar 

  • Shah RU, Winkleby MA, Horn LV, Phillips LS, Eaton CB, Martin LW, et al. Education, income, and incident heart failure in post-menopausal women. J Am Coll Cardiol. 2011;58(14):1457–64.

    Article  PubMed  PubMed Central  Google Scholar 

  • Choi MH, Yang JH, Seo JS, Kim Y-j, Kang S-W. Prevalence and diagnosis experience of osteoporosis in postmenopausal women over 50: focusing on socioeconomic factors. PLoS One. 2021;16(3):e0248020.

    Article  PubMed  PubMed Central  Google Scholar 

  • Nazarpour S, Simbar M, Dodel Andarvar K, Jafari Torkamani Z, Alavi MH. The relationship between body image and quality of life in postmenopausal women: a correlational cross-sectional study. Health Care Women Int. 2022;43(10–11):1181–96.

    Article  PubMed  Google Scholar 

  • Korea Disease Control and Prevention Agency. The eighth Korea National Health and nutrition examination survey 2019–2020. In: Korea Disease Control and Prevention Agency; 2021. https://knhanes.kdca.go.kr/knhanes/sub03/sub03_02_05.do. Accessed 15 May 2022.

    Google Scholar 

  • Di Blasio A, Ripari P, Bucci I, Di Donato F, Izzicupo P, D’Angelo E, et al. Walking training in postmenopause: effects on both spontaneous physical activity and training-induced body adaptations. Menopause. 2012;19(1):23–32.

    Article  PubMed  Google Scholar 

  • Davis SR, Castelo-Branco C, Chedraui P, Lumsden MA, Nappi RE, Shah D, et al. Understanding weight gain at menopause. Climacteric. 2012;15(5):419–29.

    Article  PubMed  Google Scholar 

  • Holahan CK, Holahan CJ, North RJ, Hayes RB, Powers DA, Ockene JK. Smoking status, physical health-related quality of life, and mortality in middle-aged and older women. Nicotine Tob Res. 2013;15(3):662–9.

    Article  PubMed  Google Scholar 

  • Tao Z, Qu Q, Li J, Li X. Factors influencing blood pressure variability in postmenopausal women: evidence from the China health and nutrition survey. Clin Exp Hypertens. 2023;45(1):2181356.

    Article  PubMed  Google Scholar 

  • Centers for Disesase control and prevention. Current cigarette smoking among adults in the United States. In: Centers for Disesase Control and Prevention; 2022. https://www.cdc.gov/tobacco/data_statistics/fact_sheets/adult_data/cig_smoking/index.htm#nation. Accessed 25 Apr 2023.

    Google Scholar 

  • World Health Organization. International guide for monitoring alcohol consumption and related harm. World Health Organization; 2000. https://apps.who.int/iris/handle/10665/66529. Accessed 24 Apr 2023.

  • Centers for Disesase Control and Prevention. How much physical activity do adults need? Centers for Disesase Control and Prevention; 2022. https://www.cdc.gov/physicalactivity/basics/adults/index.htm. Accessed 25 Mar 2023.

  • Hirshkowitz M, Whiton K, Albert SM, Alessi C, Bruni O, DonCarlos L, et al. National Sleep Foundation’s sleep time duration recommendations: methodology and results summary. Sleep Health. 2015;1(1):40–3.

    Article  PubMed  Google Scholar 

  • Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo J, et al. The seventh report of the joint National Committee on prevention, detection, evaluation, and treatment of high blood pressure: the JNC 7 report. JAMA. 2003;289(19):2560–71.

    Article  PubMed  Google Scholar 

  • Dugan J, Shubrook J. International classification of diseases, 10th revision, coding for diabetes. Clin Diabet. 2017;35(4):232–8.

    Article  Google Scholar 

  • Lohr SL. SAS® software companion for sampling: design and analysis. Boca Raton FL: CRC Press; 2021.

    Book  Google Scholar 

  • Lanza ST, Dziak JJ, Huang L, Wagner AT, Collins LM. Proc LCA & Proc LTA users’ guide (Version 1.3.2). 2015. https://scholarsphere.psu.edu/resources/64f9c5c9-dc4b-48f3-9628-92b36b7cf075. Accessed 23 Sept 2022.

  • Lanza ST, Collins LM, Lemmon DR, Schafer JL. PROC LCA: a SAS procedure for latent class analysis. Struct Equ Modeling. 2007;14(4):671–94.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ortiz C, López-Cuadrado T, Rodríguez-Blázquez C, Pastor-Barriuso R, Galán I. Clustering of unhealthy lifestyle behaviors, self-rated health and disability. Prev Med. 2022;155:106911.

    Article  PubMed  Google Scholar 

  • Siklaroglu MI, Tuzcu A. Determination of multiple cancer risk behaviors among adult population in Turkey: a cross-sectional study. J Basic Clin Health Sci. 2023;7:363–75.

    Article  Google Scholar 

  • Min SH, Docherty SL, Im E-O, Yang Q. Health behavior profiles among midlife women: identifying at-risk subgroups for metabolic syndrome using latent class analysis. Ann Behav Med. 2022;56(9):946–58.

    Article  PubMed  Google Scholar 

  • Margolis R. Educational differences in healthy behavior changes and adherence among middle-aged Americans. J Health Soc Behav. 2013;54(3):353–68.

    Article  PubMed  PubMed Central  Google Scholar 

  • Holahan CK, Holahan CJ, Li X, Chen YT. Association of health-related behaviors, attitudes, and appraisals to leisure-time physical activity in middle-aged and older women. Women Health. 2017;57(2):121–36.

    Article  PubMed  Google Scholar 

  • Mirowsky J, Ross CE. Education, personal control, lifestyle and health: a human capital hypothesis. Res Aging. 1998;20(4):415–49.

    Article  Google Scholar 

  • Thomson CA, Wertheim BC, Hingle M, Wang L, Neuhouser ML, Gong Z, et al. Alcohol consumption and body weight change in postmenopausal women: results from the Women’s Health Initiative. Int J Obes. 2012;36(9):1158–64.

    Article  Google Scholar 

  • Moos RH, Schutte K, Brennan P, Moos BS. Ten-year patterns of alcohol consumption and drinking problems among older women and men. Addiction. 2004;99(7):829–38.

    Article  PubMed  Google Scholar 

  • Shim M-S, Kim Y, Park M, Kim GS. Factors influencing the perceived health status of older adults living alone based on the Korean National Health and nutrition examination survey (2016-2018). Arch Gerontol Geriatr. 2021;96:104433.

    Article  PubMed  Google Scholar 

  • Vallance JK, Murray TC, Johnson ST, Elavsky S. Understanding physical activity intentions and behavior in postmenopausal women: an application of the theory of planned behavior. Int J Behav Med. 2011;18(2):139–49.

    Article  PubMed  Google Scholar 

  • Zanjani S, Tol A, Mohebbi B, Sadeghi R, Jalyani KN, Moradi A. Determinants of healthy lifestyle and its related factors among elderly people. J Educ Health Promot. 2015;4:103.

    PubMed  PubMed Central  Google Scholar 

  • Acton GJ, Malathum P. Basic need status and health-promoting self-care behavior in adults. West J Nurs Res. 2000;22(7):796–811.

    Article  PubMed  Google Scholar 

  • Cho YI, Crittenden KS. The impact of adult roles on drinking among women in the United States. Subst Use Misuse. 2006;41(1):17–34.

    Article  PubMed  Google Scholar 

  • Hu FB, Manson JE, Stampfer MJ, Colditz G, Liu S, Solomon CG, et al. Diet, lifestyle, and the risk of type 2 diabetes mellitus in women. N Engl J Med. 2001;345(11):790–7.

    Article  PubMed  Google Scholar 

  • Siegler IC, Bosworth HB, Davey A, Elias MF. Disease, health, and aging in the first decade of the 21st century. In: Weiner IB, editor. Handbook of psychology. Hoboken NJ: Wiley; 2013. p. 437–50.

    Google Scholar 

  • Cohen L, Curhan GC, Forman JP. Influence of age on the association between lifestyle factors and risk of hypertension. J Am Soc Hypertens. 2012;6(4):284–90.

    Article  PubMed  PubMed Central  Google Scholar 

  • Baek T-H, Lee H-Y, Lim N-K, Park H-Y. Gender differences in the association between socioeconomic status and hypertension incidence: the Korean genome and epidemiology study (KoGES). BMC Public Health. 2015;15(1):852.

    Article  PubMed  PubMed Central  Google Scholar 

  • Cheng C-C, Hsu C-Y, Liu J-F. Effects of dietary and exercise intervention on weight loss and body composition in obese postmenopausal women: a systematic review and meta-analysis. Menopause. 2018;25(7):772–82.

    Article  PubMed  Google Scholar 

  • Molenaar EA, Ameijden EJCV, Grobbee DE, Numans ME. Comparison of routine care self-reported and biometrical data on hypertension and diabetes: results of the Utrecht health project. Eur J Pub Health. 2006;17(2):199–205.

    Article  Google Scholar 

  • Newsom JT, McFarland BH, Kaplan MS, Huguet N, Zani B. The health consciousness myth: implications of the near independence of major health behaviors in the North American population. Soc Sci Med. 2005;60(2):433–7.

    Article  PubMed  Google Scholar 

  • Share This Post