The Clustering of Health Behaviours in Older Australians and its Association with Physical and Psychological Status, and Sociodemographic Indicators

Annals of Behavioral Medicine

Volumn 48, Issue 2, 2014, Pages 205-214

  Griffin, Barbara ^a   Sherman, Kerry A ^a,b   Jones, Mike ^a   Bayl Smith, Piers ^a  

^a MACQUARIE UNIVERSITY   (Australia)

^b WESTMEAD HOSPITAL   (Australia)

Author keywords

Ageing; Audience segmentation; Cancer screening; Cluster analysis; Health behaviour

Indexed keywords

ADAPTIVE BEHAVIOR; AGED; AUSTRALIA; CLUSTER ANALYSIS; DIET; DRINKING BEHAVIOR; EARLY DIAGNOSIS; EPIDEMIOLOGY; EXERCISE; FEMALE; HEALTH BEHAVIOR; HEALTH STATUS; HUMAN; LIFESTYLE; MALE; MENTAL STRESS; MIDDLE AGED; PSYCHOLOGY; QUALITY OF LIFE; SMOKING; SOCIOECONOMICS; STATISTICS AND NUMERICAL DATA;

ADAPTATION, PSYCHOLOGICAL; AGED; ALCOHOL DRINKING; AUSTRALIA; CLUSTER ANALYSIS; DIET; EARLY DETECTION OF CANCER; EXERCISE; FEMALE; HEALTH BEHAVIOR; HEALTH STATUS; HUMANS; LIFE STYLE; MALE; MIDDLE AGED; PSYCHOLOGY; QUALITY OF LIFE; SMOKING; SOCIOECONOMIC FACTORS; STRESS, PSYCHOLOGICAL;

EID: 84937161085     PISSN: 08836612     EISSN: 15324796     Source Type: Journal    
DOI: 10.1007/s12160-014-9589-8     Document Type: Article

References (62)

1. Spring B, Moller AC, Coons MJ. Multiple health behaviours: Overview and implications. J Public Health (Oxf). 2012; 34: i3-i10.
2. Conry MC, Morgan K, Curry P, et al. The clustering of health behaviours in Ireland and their relationship with mental health, self-rated health and quality of life. BMC Public Health. 2011; 11(1): 692.
3. Liang W, Shediac-Rizkallah MC, Celentano DD, Rohde C. A population-based study of age and gender differences in patterns of health-related behaviors. Am J Prev Med. 1999; 17(1): 8-17.
4. Schneider S, Huy C, Schuessler M, Diehl K, Schwarz S. Optimising lifestyle interventions: identification of health behaviour patterns by cluster analysis in a German 50+ survey. Eur J Public Health. 2009; 19(3): 271–7.
5. Kvaavik E, Batty GD, Ursin G, Huxley R, Gale CR. Influence of individual and combined health behaviors on total and cause-specific mortality in men and women: the United Kingdom health and lifestyle survey. Arch Intern Med. 2010; 170(8): 711-718.
6. McCullough ML, Patel AV, Kushi LH, et al. Following cancer prevention guidelines reduces risk of cancer, cardiovascular disease, and all-cause mortality. Cancer Epidemiol Biomarkers Prev. 2011; 20(6): 1089-1097.
7. Tamakoshi A, Tamakoshi K, Lin Y, Yagyu K, Kikuchi S. Healthy lifestyle and preventable death: Findings from the Japan Collaborative Cohort (JACC) Study. Prev Med. 2009; 48(5): 486-92.
8. Lippke S, Nigg CR, Maddock JE. Health-Promoting and Health-Risk Behaviors: Theory-Driven Analyses of Multiple Health Behavior Change in Three International Samples. Int J Behav Med. 2012; 19: 1–13.
9. Prochaska JO, Velicer WF, Redding C, et al. Stage-based expert systems to guide a population of primary care patients to quit smoking, eat healthier, prevent skin cancer, and receive regular mammograms. Prev Med. 2005; 41(2): 406-416.
10. Prochaska JO, Evers KE, Castle PH, et al. Enhancing multiple domains of well-being by decreasing multiple health risk behaviors: A randomized clinical trial. Popul Health Manag. 2012; 15(5): 276-286.
11. Abel T. Measuring health lifestyles in a comparative analysis: Theoretical issues and empirical findings. Soc Sci Med. 1991; 32(8): 899-908.
12. Ottevaere C, Huybrechts I, Benser J, et al. Clustering patterns of physical activity, sedentary and dietary behavior among European adolescents: The HELENA study. BMC Public Health. 2011; 11: 328.
13. Clatworthy J, Buick D, Hankins M, Weinman J, Horne R. The use and reporting of cluster analysis in health psychology: a review. Br J Health Psychol. 2005; 10(3): 329-358.
14. Hsu H-C, Luh D-L, Chang W-C, Pan L-Y. Joint trajectories of multiple health-related behaviors among the elderly. Int J Public Health. 2013; 58(1): 109-120.
15. Shaw BA, Agahi N. A prospective cohort study of health behavior profiles after age 50 and mortality risk. BMC Public Health. 2012; 12: 803.
16. Charreire H, Casey R, Salze P, et al. Leisure-time physical activity and sedentary behavior clusters and their associations with overweight in middle-aged French adults. Int J Obes (Lond). 2010; 34(8): 1293-1301.
17. Zabinski MF, Norman GJ, Sallis JF, Calfas KJ, Patrick K. Patterns of sedentary behavior among adolescents. Health Psychol. 2007; 26(1): 113-120.
18. Paxton RJ, Valois RF, Watkins KW, Huebner ES, Drane JW. Associations between depressed mood and clusters of health risk behaviors. Am J Health Behav. 2007; 31(3): 272-283.
19. Verger P, Lions C, Ventelou B. Is depression associated with health risk-related behaviour clusters in adults? Eur J Public Health. 2009; 19(6): 618-624.
20. Reedy J, Haines PS, Campbell MK. The influence of health behavior clusters on dietary change. Prev Med. 2005; 41(1): 268-275.
21. O’Halloran P, Lazovich D, Patterson RE, et al. Effect of health lifestyle pattern on dietary change. Am J Health Promot. 2001; 16(1): 27-33.
22. Burke V, Milligan RA, Beilin LJ, et al. Clustering of health-related behaviors among 18-year-old Australians. Prev Med. 1997; 26(5): 724-733.
23. Dodd LJ, Al-Nakeeb Y, Nevill A, Forshaw MJ. Lifestyle risk factors of students: a cluster analytical approach. Prev Med. 2010; 51(1): 73-77.
24. Van Nieuwenhuijzen M, Junger M, Velderman MK, et al. Clustering of health-compromising behavior and delinquency in adolescents and adults in the Dutch population. Prev Med. 2009; 48(6): 572-578.
25. Kadiyala S. Are U.S. cancer screening test patterns consistent with guideline recommendations with respect to the age of screening initiation. BMC Health Serv Res. 2009; 9: 185.
26. Pierce JP, Messer K, White MM, Cowling DW, Thomas DP. Prevalence of heavy smoking in California and the United States, 1965-2007. JAMA. 2011; 305(11): 1106-1112.
27. Armstrong BK, Gillespie JA, Leeder SR, Rubin GL, Russell LM. Challenges in health and health care for Australia. Med J Aust. 2007; 187(9): 485-489.
28. Rechel B, Doyle Y, Grundy E, McKee M. How can health systems respond to population ageing? Copenhagen: World Health Organization; 2009. Available at: http://www.euro.who.int/__data/assets/pdf_file/0004/64966/E92560.pdf. Accessed October 16, 2012.
29. Ford ES, Bergmann MM, Boeing H, Li C, Capewell S. Healthy lifestyle behaviors and all-cause mortality among adults in the United States. Prev Med. 2012; 55(1): 23-27.
30. Peel NM, McClure RJ, Bartlett HP. Behavioral determinants of healthy aging. Am J Prev Med. 2005; 28(3): 298-304.
31. Lee Y, Back JH, Kim J, Byeon H, Kim S, Ryu M. Clustering of multiple healthy lifestyles among older Korean adults living in the community. Geriatr Gerontol Int. 2012; 12(3): 515-23.
32. Smith RA, Cokkinides V, Brooks D, Saslow D, Brawley OW. Cancer screening in the United States, 2010: A review of current American Cancer Society guidelines and issues in cancer screening. CA Cancer J Clin. 2010; 60(2): 99-119.
33. Department of Health and Ageing (Australia). Cancer Screening Programmes. 2006 June 7. Available at: http://www.cancerscreening.gov.au/. Accessed October 17, 2012.
34. French S, Rosenberg M, Knuiman M. The clustering of health risk behaviors in a Western Australian adult population. Health Promot J Austr. 2008; 19(3): 203-209.
35. De Bourdeaudhuij I, van Oost P. A cluster-analytical approach toward physical activity and other health related behaviors. Med Sci Sports Exerc. 1999; 31(4): 605-612.
36. Wilkinson RG, Pickett KE. Income inequality and population health: A review and explanation of the evidence. Soc Sci Med. 2006; 62(7): 1768-1784.
37. Shultz KS, Wang M. Psychological perspectives on the changing nature of retirement. Am Psychol. 2011; 66(3): 170-179.
38. Banks E, Redman S, Jorm L, et al. Cohort profile: the 45 and up study. Int J Epidemiol. 2008; 37(5): 941-947.
39. Australian Institute of Health and Welfare. The active Australia survey: A guide and manual for implementation, analysis and reporting. Canberra: AIHW; 2003. Available at: http://www.aihw.gov.au/WorkArea/DownloadAsset.aspx?id=6442454895. Accessed October 16, 2012.
40. Department of Health and Ageing (Australia). Physical Activity Guidelines. 2013 May 17. Available at: http://www.health.gov.au/internet/main/publishing.nsf/Content/health-pubhlth-strateg-phys-act-guidelines. Accessed September 16, 2013.
41. Roddam AW, Spencer E, Banks E, et al. Reproducibility of a short semi-quantitative food group questionnaire and its performance in estimating nutrient intake compared with a 7-day diet diary in the Million Women Study. Public Health Nutr. 2005; 8(2): 201-13.
42. Australian Bureau of Statistics. 20330.0.55.001 - Census of Population and Housing: Socio-Economic Indexes (SEIFA), Australia - Data only, 2006. 2008 Mar 26. Available at: http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/2033.0.55.0012006. Accessed June 29, 2012
43. Hays RD, Liu H, Spritzer K, Cella D. Item response theory analyses of physical functioning items in the medical outcomes study. Med Care. 2007; 45(5): S32-S38.
44. Kessler RC, Andrews G, Colpe LJ, et al. Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychol Med. 2002; 32(6): 959-976.
45. Sunderland M, Slade T, Stewart G, Andrews G. Estimating the prevalence of DSM-IV mental illness in the Australian general population using the Kessler Psychological Distress Scale. Aust N Z J Psychiatry. 2011; 45(10): 880-9.
46. Laaksonen M, Práttalä R, Karisto A. Patterns of unhealthy behaviour in Finland. Eur J Public Health. 2001; 11(3): 294-300.
47. Héroux M, Janssen I, Lee D, Sui X, Hebert JR, Blair SN. Clustering of unhealthy behaviors in the aerobics center longitudinal study. Prev Sci. 2012; 13(2): 183-195.
48. Tobias M, Jackson G, Yeh L-C, Huang K. Do healthy and unhealthy behaviours cluster in New Zealand? Aust N Z J Public Health. 2007; 31(2): 155-163.
49. Knäuper B, Rabiau M, Cohen O, Patriciu N. Compensatory health beliefs: Scale development and psychometric properties. Psychol Heath. 2004; 19(5): 607–624.
50. Frank P, Morris J, Hazell M, Linehan M, Frank T. Smoking, respiratory symptoms and likely asthma in young people: evidence from postal questionnaire surveys in the Wythenshawe Community Asthma Project (WYCAP). BMC Pulm Med. 2006; 6: 10.
51. Costenbader KH, Feskanich D, Mandl LA, Karlson EW. Smoking intensity, duration, and cessation, and the risk of rheumatoid arthritis in women. Am J Med. 2006; 119(6): 503–511.
52. 2-isoprostane formation in elderly men. Atherosclerosis. 2005; 181(1): 201–207.
53. Higuchi LM, Khalili H, Chan AT, Richter JM, Bousvaros A, Fuchs CS. A prospective study of cigarette smoking and the risk of inflammatory bowel disease in women. Am J Gastroenterol. 2012; 107(9): 1399-1406.
54. Kenfield SA, Stampfer MJ, Rosner, BA, Colditz GA. Smoking and smoking cessation in relation to mortality in women. JAMA. 2008; 299(17): 2037–2047.
55. Deutekom M, Vansenne F, McCaffery K, Essink-Bot M-L, Stronks K, Bossuyt PMM. The effects of screening on health behaviour: A summary of the results of randomized controlled trials. J Public Health (Oxf). 2011; 33(1): 71-79.
56. Siahpush M, Borland R. Socio-demographic variations in smoking status among Australians aged ≥18: Multivariate results from the 1995 National Health Survey. Aust N Z J Public Health. 2001; 25(5): 438-442.
57. Bosma H, van de Mheen HD, Borsboom GJ, Mackenbach JP. Neighborhood Socioeconomic Status and All-Cause Mortality. Am J Epidemiol. 2001; 153(4): 363-371.
58. Gary-Webb TL, Baptiste-Roberts K, Pham L, et al. Neighborhood socioeconomic status, depression, and health status in the Look AHEAD (Action for Health in Diabetes) study. BMC Public Health. 2011; 11: 349.
59. Piper ME, Kenford S, Fiore MC, Baker TB. Smoking cessation and quality of life: Changes in life satisfaction over 3 years following a quit attempt. Ann Behav Med. 2012; 43(2): 262-270.
60. Ng SP, Korda R, Clements M, et al. Validity of self-reported height and weight and derived body mass index in middle-aged and elderly individuals in Australia. Aust N Z J Public Health. 2011; 35(6): 557-563.
61. Nigg CR, Burbank P, Padula C, et al. Stages of change across ten health risk behaviors for older adults. The Gerontologist. 1999; 39: 473-482.
62. Prochaska JO. Multiple Health Behavior Research represents the future of preventive medicine. Prev Med. 2008; 46(3): 281–285.