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Published in: BMC Health Services Research 1/2012

Open Access 01-12-2012 | Research article

Smoking and use of primary care services: findings from a population-based cohort study linked with administrative claims data

Authors: Louisa R Jorm, Leah C Shepherd, Kris D Rogers, Fiona M Blyth

Published in: BMC Health Services Research | Issue 1/2012

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Abstract

Background

Available evidence suggests that smokers have a lower propensity than others to use primary care services. But previous studies have incorporated only limited adjustment for confounding and mediating factors such as income, access to services and health status. We used data from a large prospective cohort study (the 45 and Up Study), linked to administrative claims data, to quantify the relationship between smoking status and use of primary care services, including specific preventive services, in a contemporary Australian population.

Methods

Baseline questionnaire data from the 45 and Up Study were linked to administrative claims (Medicare) data for the 12-month period following study entry. The main outcome measures were Medicare benefit claimed for unreferred services, out-of-pocket costs (OOPC) paid, and claims for specific preventive services (immunisations, health assessments, chronic disease management services, PSA tests and Pap smears). Rate ratios with 95% confidence intervals were estimated using a hierarchical series of models, adjusted for predisposing, access- and health-related factors. Separate hurdle (two part) regression models were constructed for Medicare benefit and OOPC. Poisson models with robust error variance were used to model use of each specific preventive service.

Results

Participants included 254,382 people aged 45 years and over of whom 7.3% were current smokers. After adjustment for predisposing, access- and health-related factors, current smokers were very slightly less likely to have claimed Medicare benefit than never smokers. Among those who claimed benefit, current smokers claimed similar total benefit, but recent quitters claimed significantly greater benefit, compared to never-smokers. Current smokers were around 10% less likely than never smokers to have paid any OOPC. Current smokers were 15-20% less likely than never smokers to use immunisations, Pap smears and prostate specific antigen tests.

Conclusions

Current smokers were less likely than others to use primary care services that incurred out of pocket costs, and specific preventive services. This was independent of a wide range of predisposing, access- and health-related factors, suggesting that smokers have a lower propensity to seek health care. Smokers may be missing out on preventive services from which they would differentially benefit.
Literature
1.
go back to reference U.S. Department of Health and Human Services: The Health Consequences of Smoking: A Report of the Surgeon General. 2004, U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Office on Smoking and Health, Atlanta U.S. Department of Health and Human Services: The Health Consequences of Smoking: A Report of the Surgeon General. 2004, U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Office on Smoking and Health, Atlanta
2.
go back to reference Stead LF, Bergson G, Lancaster T: Physician advice for smoking cessation. Cochrane Database Syst Rev. 2008, Art. No.: CD000165 (Issue 2):  -doi: 10.1002/14651858.CD000165.pub3 Stead LF, Bergson G, Lancaster T: Physician advice for smoking cessation. Cochrane Database Syst Rev. 2008, Art. No.: CD000165 (Issue 2):  -doi: 10.1002/14651858.CD000165.pub3
3.
go back to reference Vogt T, Schweitzer S: Medical costs of cigarette smoking in a health maintenance organization. Am J Epidemiol. 1985, 122: 1060-1066.PubMed Vogt T, Schweitzer S: Medical costs of cigarette smoking in a health maintenance organization. Am J Epidemiol. 1985, 122: 1060-1066.PubMed
4.
go back to reference Izumi Y, Tsuji I, Ohkubo T, Kuwahara A, Nishino Y, Hisamichi S: Impact of smoking habit on medical care use and its costs: a prospective observation of National Health Insurance beneficiaries in Japan. Int J Epidemiol. 2001, 30: 616-621. 10.1093/ije/30.3.616.CrossRefPubMed Izumi Y, Tsuji I, Ohkubo T, Kuwahara A, Nishino Y, Hisamichi S: Impact of smoking habit on medical care use and its costs: a prospective observation of National Health Insurance beneficiaries in Japan. Int J Epidemiol. 2001, 30: 616-621. 10.1093/ije/30.3.616.CrossRefPubMed
7.
go back to reference Chao A, Paganini-Hill A, Ross RK, Henderson BE: Use of preventive care by the elderly. Prev Med. 1987, 16: 710-722. 10.1016/0091-7435(87)90053-3.CrossRefPubMed Chao A, Paganini-Hill A, Ross RK, Henderson BE: Use of preventive care by the elderly. Prev Med. 1987, 16: 710-722. 10.1016/0091-7435(87)90053-3.CrossRefPubMed
8.
go back to reference Ramsey SD, Cheadle AD, Neighbor WE, Gore E, Temple P, Staiger T, Goldberg HI: Relative impact of patient and clinic factors on adherence to primary care preventive service guidelines: an exploratory study. Med Care. 2001, 39: 979-989. 10.1097/00005650-200109000-00008.CrossRefPubMed Ramsey SD, Cheadle AD, Neighbor WE, Gore E, Temple P, Staiger T, Goldberg HI: Relative impact of patient and clinic factors on adherence to primary care preventive service guidelines: an exploratory study. Med Care. 2001, 39: 979-989. 10.1097/00005650-200109000-00008.CrossRefPubMed
9.
go back to reference Green CA, Polen MR, Leo MC, Perrin NA, Anderson BM, Weisner CM: Drinking patterns, gender and health II: Predictors of preventive service use. Addict Res Theory. 2010, 18: 143-159. 10.3109/16066350903398494.CrossRefPubMedPubMedCentral Green CA, Polen MR, Leo MC, Perrin NA, Anderson BM, Weisner CM: Drinking patterns, gender and health II: Predictors of preventive service use. Addict Res Theory. 2010, 18: 143-159. 10.3109/16066350903398494.CrossRefPubMedPubMedCentral
10.
go back to reference Banks E, Redman S, Jorm L, Armstrong B, Bauman A, Beard J, Beral V, Byles J, Corbett S, Cumming R, Harris M, Sitas F, Smith W, Taylor L, Wutzke S, Lujic S: Cohort Profile: the 45 and Up Study. Int J Epidemiol. 2008, 37: 941-947.CrossRefPubMed Banks E, Redman S, Jorm L, Armstrong B, Bauman A, Beard J, Beral V, Byles J, Corbett S, Cumming R, Harris M, Sitas F, Smith W, Taylor L, Wutzke S, Lujic S: Cohort Profile: the 45 and Up Study. Int J Epidemiol. 2008, 37: 941-947.CrossRefPubMed
11.
go back to reference Australian Institute of Health and Welfare: Rural Regional and Remote Health: A guide to remoteness classifications. 2004, Australian Institute of Health and Welfare, Canberra Australian Institute of Health and Welfare: Rural Regional and Remote Health: A guide to remoteness classifications. 2004, Australian Institute of Health and Welfare, Canberra
12.
go back to reference Stewart AL, Kamberg CJ: Physical functioning measures. Measuring functioning and well-being: the Medical Outcomes Study approach. Edited by: Stewart AL, Ware J. 1992, Duke University Press, Durham, NC Stewart AL, Kamberg CJ: Physical functioning measures. Measuring functioning and well-being: the Medical Outcomes Study approach. Edited by: Stewart AL, Ware J. 1992, Duke University Press, Durham, NC
13.
go back to reference Kessler R, Mroczek D: Final version of our never specific psychological distress scale [memo dated 3/10/94]. 1994, Survey Research Center of the Institute for Social Research: University of Michigan, Ann Arbor, Mich Kessler R, Mroczek D: Final version of our never specific psychological distress scale [memo dated 3/10/94]. 1994, Survey Research Center of the Institute for Social Research: University of Michigan, Ann Arbor, Mich
14.
go back to reference Australian Institute of Health and Welfare: Health expenditure Australia 2007–08. Health and welfare expenditure series no 37 Cat no HWE 46. 2009, AIHW, Canberra Australian Institute of Health and Welfare: Health expenditure Australia 2007–08. Health and welfare expenditure series no 37 Cat no HWE 46. 2009, AIHW, Canberra
15.
go back to reference Andersen R, Newman JF: Societal and individual determinants of medical care utilization in the United States. Milbank Mem Fund Q Health Soc. 1973, 51: 95-124. 10.2307/3349613.CrossRefPubMed Andersen R, Newman JF: Societal and individual determinants of medical care utilization in the United States. Milbank Mem Fund Q Health Soc. 1973, 51: 95-124. 10.2307/3349613.CrossRefPubMed
16.
go back to reference Buntin MB, Zaslavsky AM: Too much ado about two-part models and transformation? Comparing methods of modeling Medicare expenditures. J Health Econ. 2004, 23 (3): 525-542. 10.1016/j.jhealeco.2003.10.005.CrossRefPubMed Buntin MB, Zaslavsky AM: Too much ado about two-part models and transformation? Comparing methods of modeling Medicare expenditures. J Health Econ. 2004, 23 (3): 525-542. 10.1016/j.jhealeco.2003.10.005.CrossRefPubMed
17.
go back to reference Kenny P, Hall J, King M, Lancsar E: Sources of variation in the costs of health care for asthma patients in Australia. J Health Serv Res Policy. 2009, 14 (3): 33-140.CrossRef Kenny P, Hall J, King M, Lancsar E: Sources of variation in the costs of health care for asthma patients in Australia. J Health Serv Res Policy. 2009, 14 (3): 33-140.CrossRef
18.
go back to reference Zou G: A modified poisson regression approach to prospective studies with binary data. Am J Epidemiol. 2004, 159: 702-706. 10.1093/aje/kwh090.CrossRefPubMed Zou G: A modified poisson regression approach to prospective studies with binary data. Am J Epidemiol. 2004, 159: 702-706. 10.1093/aje/kwh090.CrossRefPubMed
19.
go back to reference SAS Institute Inc: SAS Version 9.2. 2007, NC, Cary SAS Institute Inc: SAS Version 9.2. 2007, NC, Cary
21.
go back to reference Chou R, Croswell JM, Dana T, Bougatsos C, Blazina I, Fu R, Gleitsmann K, Koenig HC, Lam C, Maltz A, Rugge JB, Lin K: Screening for prostate cancer: a review of the evidence for the U.S. Preventive Services Task Force. Ann Intern Med. 2011, 155: 762-771.CrossRefPubMed Chou R, Croswell JM, Dana T, Bougatsos C, Blazina I, Fu R, Gleitsmann K, Koenig HC, Lam C, Maltz A, Rugge JB, Lin K: Screening for prostate cancer: a review of the evidence for the U.S. Preventive Services Task Force. Ann Intern Med. 2011, 155: 762-771.CrossRefPubMed
22.
go back to reference Arnett JJ: Optimistic bias in adolescent and adult smokers and nonsmokers. Addict Behav. 2000, 25: 625-632. 10.1016/S0306-4603(99)00072-6.CrossRefPubMed Arnett JJ: Optimistic bias in adolescent and adult smokers and nonsmokers. Addict Behav. 2000, 25: 625-632. 10.1016/S0306-4603(99)00072-6.CrossRefPubMed
23.
go back to reference Chapman S, Wong WL, Smith W: Self-exempting beliefs about smoking and health: differences between smokers and ex-smokers. Am J Public Health. 1993, 83: 215-219. 10.2105/AJPH.83.2.215.CrossRefPubMedPubMedCentral Chapman S, Wong WL, Smith W: Self-exempting beliefs about smoking and health: differences between smokers and ex-smokers. Am J Public Health. 1993, 83: 215-219. 10.2105/AJPH.83.2.215.CrossRefPubMedPubMedCentral
24.
go back to reference Burrows J, Carlisle J: They don’t want it ramming down their throats. Learning from the perspectives of current and ex-smokers with smoking-related illness to improve communication in primary care: a qualitative study. Prim Health Care Res Dev. 2010, 11: 206-214. 10.1017/S1463423609990351.CrossRef Burrows J, Carlisle J: They don’t want it ramming down their throats. Learning from the perspectives of current and ex-smokers with smoking-related illness to improve communication in primary care: a qualitative study. Prim Health Care Res Dev. 2010, 11: 206-214. 10.1017/S1463423609990351.CrossRef
25.
go back to reference Richards H, Reid M, Watt G: Victim-blaming revisited: a qualitative study of beliefs about illness causation, and responses to chest pain. Fam Pract. 2003, 20: 711-716. 10.1093/fampra/cmg615.CrossRefPubMed Richards H, Reid M, Watt G: Victim-blaming revisited: a qualitative study of beliefs about illness causation, and responses to chest pain. Fam Pract. 2003, 20: 711-716. 10.1093/fampra/cmg615.CrossRefPubMed
26.
go back to reference Green CA, Polen MR, Leo MC, Janoff SL, Anderson BM, Weisner CM, Perrin NA: Drinking patterns, gender and health III: Avoiding versus seeking health care. Addict Research Theory. 2010, 18: 160-180. 10.3109/16066350903398502.CrossRef Green CA, Polen MR, Leo MC, Janoff SL, Anderson BM, Weisner CM, Perrin NA: Drinking patterns, gender and health III: Avoiding versus seeking health care. Addict Research Theory. 2010, 18: 160-180. 10.3109/16066350903398502.CrossRef
27.
go back to reference Butler CC, Pill R, Stott NCH: Qualitative study of patients’ perceptions of doctors’ advice to quit smoking: implications for opportunistic health promotion. Br Med J. 1998, 316: 1878-1881. 10.1136/bmj.316.7148.1878.CrossRef Butler CC, Pill R, Stott NCH: Qualitative study of patients’ perceptions of doctors’ advice to quit smoking: implications for opportunistic health promotion. Br Med J. 1998, 316: 1878-1881. 10.1136/bmj.316.7148.1878.CrossRef
28.
go back to reference Mealing NM, Banks E, Jorm LR, Steel DG, Clements MS, Rogers KD: Investigation of relative risk estimates from studies of the same population with contrasting response rates and designs. BMC Med Res Methodol. 2010, 10: 26-10.1186/1471-2288-10-26.CrossRefPubMedPubMedCentral Mealing NM, Banks E, Jorm LR, Steel DG, Clements MS, Rogers KD: Investigation of relative risk estimates from studies of the same population with contrasting response rates and designs. BMC Med Res Methodol. 2010, 10: 26-10.1186/1471-2288-10-26.CrossRefPubMedPubMedCentral
29.
go back to reference Ponsonby A, Dwyer T, Couper D: Is this finding relevant? Generalisation and epidemiology. Aust N Z J Public Health. 1996, 20: 54-56. 10.1111/j.1467-842X.1996.tb01336.x.CrossRefPubMed Ponsonby A, Dwyer T, Couper D: Is this finding relevant? Generalisation and epidemiology. Aust N Z J Public Health. 1996, 20: 54-56. 10.1111/j.1467-842X.1996.tb01336.x.CrossRefPubMed
Metadata
Title
Smoking and use of primary care services: findings from a population-based cohort study linked with administrative claims data
Authors
Louisa R Jorm
Leah C Shepherd
Kris D Rogers
Fiona M Blyth
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2012
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-12-263

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