Predictors of health care use in Australian cancer patients

References

• Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68(6):394–424. doi:10.3322/caac.2149230207593
   PubMed Web of Science ®Google Scholar
• Australian Institute of Health and Welfare. Australian Cancer Incedence and Mortality (ACIM) Books: All Cancers. Canberra: Australian Institue of Health and Welfare; 2017.
   Google Scholar
• Australian Institute of Health and Welfare. Cancer in Australia 2017. Cancer Series No. 101. Cat. No. CAN 100. Canberra: Australian Institute of Health and Welfare; 2017.
   Google Scholar
• Stanbury JF, Baade PD, Yu Y, Yu XQ. Cancer survival in New South Wales, Australia: socioeconomic disparities remain despite overall improvements. BMC Cancer. 2016;16(1):48. doi:10.1186/s12885-016-2065-z26832359
   PubMedGoogle Scholar
• Carrasquillo O. Health care utilization In: Gellman MD, Turner JR, editors. Encyclopedia of Behavioral Medicine. New York: Springer; 2013:909–910.
   Google Scholar
• Maxwell S, O’Leary P, Slevin T, Moorin R. The increase in cancer prevalence and hospital burden in Western Australia, 1992–2011. Popul Health Metr. 2014;12(1):33. doi:10.1186/s12963-014-0033-x25649152
   PubMedGoogle Scholar
• Langton JM, Blanch B, Drew AK, Haas M, Ingham JM, Pearson S-A. Retrospective studies of end-of-life resource utilization and costs in cancer care using health administrative data: a systematic review. Palliat Med. 2014;28(10):1167–1196. doi:10.1177/026921631453381324866758
   PubMed Web of Science ®Google Scholar
• McGrath P. Financial distress during relocation for treatment of a hematological malignancy: findings for social work. Soc Work Health Care. 2016;55(4):265–279. doi:10.1080/00981389.2015.113000826939936
   PubMed Web of Science ®Google Scholar
• Callander E, Topp SM, Larkins S, Sabesan S, Bates N. Quantifying Queensland patients with cancer health service usage and costs: study protocol. BMJ Open. 2017;7(1):e014030. doi:10.1136/bmjopen-2016-014030
   PubMed Web of Science ®Google Scholar
• Cancer Australia. Cancer Australia Strategic Plan 2014-2019. Surrey Hilss, New South Walse: Cancer Australia; 2014.
   Google Scholar
• Baade P, Aitken J, Fritschi L. Geographical differentials in cancer incidence and survival in Queensland, 1996 to 2002. Viertel Centre for Research in Cancer Control, Queensland Cancer Fund; Queensland; 2005.
   Google Scholar
• Cramb S, Mengersen K, Baade PD. Atlas of cancer in Queensland: geographical variations in incidence and survival 1998–2007. Viertel Centre for Research in Cancer Control, Cancer Council Queensland; Queensland; 2011.
   Google Scholar
• Cramb SM, Moraga P, Mengersen KL, Baade PD. Spatial variation in cancer incidence and survival over time across Queensland, Australia. Spat Spatiotemporal Epidemiol. 2017;23:59–67. doi:10.1016/j.sste.2017.09.00229108691
   PubMedGoogle Scholar
• Ananda S, Kosmider S, Tran B, et al. The rapidly escalating cost of treating colorectal cancer in Australia. Asia Pac J Clin Oncol. 2016;12(1):33–40. doi:10.1111/ajco.1235025866889
   PubMed Web of Science ®Google Scholar
• Doran CM, Ling R, Byrnes J, et al. Estimating the economic costs of skin cancer in New South Wales, Australia. BMC Public Health. 2015;15(1):952. doi:10.1186/s12889-015-2267-326400024
   PubMedGoogle Scholar
• Gordon LG, Tuffaha HW, James R, et al. Estimating the healthcare costs of treating prostate cancer in Australia: a Markov modelling analysis. Urologic Oncology: Seminars and Original Investigations Elsevier, Vol 3; 2018:91.e7–e15. doi:10.1016/j.urolonc.2017.10.024
   Google Scholar
• Anikeeva O, Bi P, Hiller JE, Ryan P, Roder D, Han GS. Trends in cancer mortality rates among migrants in Australia: 1981–2007. Cancer Epidemiol. 2012;36(2):e74–e82. doi:10.1016/j.canep.2011.10.01122104630
   PubMed Web of Science ®Google Scholar
• Koh E, Do V, Barton M. Frontiers of cancer care in Asia-Pacific region: cancer care in Australia. Biomed Imaging Interv J. 2008;4:3. doi:10.2349/biij.4.3.e30
   Google Scholar
• Langton JM, Reeve R, Srasuebkul P, et al. Health service use and costs in the last 6 months of life in elderly decedents with a history of cancer: a comprehensive analysis from a health payer perspective. Br J Cancer. 2016;114(11):1293. doi:10.1038/bjc.2016.7527115468
   PubMed Web of Science ®Google Scholar
• Iadeluca L, Mardekian J, Chander P, Hopps M, Makinson GT. The burden of selected cancers in the US: health behaviors and health care resource utilization. Cancer Manag Res. 2017;9:721. doi:10.2147/CMAR.S14314829238222
   PubMed Web of Science ®Google Scholar
• Milner A, Krnjacki L, LaMontagne A. Age and gender differences in the influence of social support on mental health: a longitudinal fixed-effects analysis using 13 annual waves of the HILDA cohort. Public Health. 2016;140:172–178. doi:10.1016/j.puhe.2016.06.02927527844
   PubMed Web of Science ®Google Scholar
• Department of Social Services. The household, income and labour dynamics in Australia (HILDA) survey, GENERAL RELEASE 16 (Waves 1-16). Australia: ADA Dataverse, V4; 2017.
   Google Scholar
• Butterworth P, Leach LS, Rodgers B, Broom DH, Olesen SC, Strazdins L. Psychosocial job adversity and health in Australia: analysis of data from the HILDA Survey. Aust N Z J Public Health. 2011;35(6):564–571. doi:10.1111/j.1753-6405.2011.00771.x22151164
   PubMed Web of Science ®Google Scholar
• Watson N, Wooden MP. The HILDA survey: a case study in the design and development of a successful household panel survey. Longit Life Course Stud. 2012;3(3):369–381.
   Google Scholar
• Becchetti L, Conzo P, Salustri F. The impact of health expenditure on the number of chronic diseases. Health Policy. 2017;121(9):955–962. doi:10.1016/j.healthpol.2017.07.00828851589
   PubMed Web of Science ®Google Scholar
• Han X, Lin CC, Li C, et al. Association between serious psychological distress and health care use and expenditures by cancer history. Cancer. 2015;121(4):614–622. doi:10.1002/cncr.2910225345778
   PubMed Web of Science ®Google Scholar
• Short PF, Moran JR, Punekar R. Medical expenditures of adult cancer survivors aged<65 years in the United States. Cancer. 2011;117(12):2791–2800. doi:10.1002/cncr.2583521656757
   PubMed Web of Science ®Google Scholar
• Buchmueller TC, Johar M. Obesity and health expenditures: evidence from Australia. Econ Hum Biol. 2015;17:42–58. doi:10.1016/j.ehb.2015.01.00125637887
   PubMed Web of Science ®Google Scholar
• Zhang D, Wang G, Zhang P, Fang J, Ayala C. Medical expenditures associated with hypertension in the US, 2000–2013. Am J Prev Med. 2017;53(6):S164–S171. doi:10.1016/j.amepre.2017.05.01429153117
   PubMed Web of Science ®Google Scholar
• Agresti A. Categorical Data Analysis. 2nd ed., Vol. 482 New Jersey: John Wiley & Sons; 2003.
   Google Scholar
• Field A. Discovering Statistics Using IBM SPSS Statistics. 5th ed. London: Sage; 2013.
   Google Scholar
• Cameron AC, Trivedi PK. Regression Analysis of Count Data. Vol. 53 New York: Cambridge University Press; 2013.
   Google Scholar
• Lambert D. Zero-inflated Poisson regression, with an application to defects in manufacturing. Technometrics. 1992;34(1):1–14. doi:10.2307/1269547
   Web of Science ®Google Scholar
• Zeileis A, Kleiber C, Jackman S. Regression models for count data in R. J Stat Softw. 2008;27(8):1–25. doi:10.18637/jss.v027.i08
   Web of Science ®Google Scholar
• Yim J, Hwang -S-S, Yoo K-Y, Kim C-Y. Contribution of income-related inequality and healthcare utilisation to survival in cancers of the lung, liver, stomach and colon. J Epidemiol Community Health. 2012;66(1):37–40. doi:10.1136/jech.2009.10455420961877
   PubMed Web of Science ®Google Scholar
• Semnani S, Noorafkan Z, Aryaie M, et al. Determinants of healthcare utilisation and predictors of outcome in colorectal cancer patients from Northern Iran. Eur J Cancer Care (Engl). 2016;25(2):318–323. doi:10.1111/ecc.1231325801407
   PubMed Web of Science ®Google Scholar
• Britt H, Miller GC, Henderson J, et al. A Decade of Australian General Practice Activity 2003–04 to 2012–13. Sedney: Sydney University Press; 2013.
   Google Scholar
• Family Medicine Research Center. Care of Older People in Australian General Practice. Sydney: The University of Sydney; 2015.
   Google Scholar
• Nathan PC, Daugherty CK, Wroblewski KE, et al. Family physician preferences and knowledge gaps regarding the care of adolescent and young adult survivors of childhood cancer. J Cancer Surviv. 2013;7(3):275–282. doi:10.1007/s11764-013-0271-023471729
   PubMed Web of Science ®Google Scholar
• Australian Institute of Health and Welfare. The health of Australia’s female. Canberra: AIHW;2017 Available from https://www.aihw.gov.au/reports/men-women/female-health/contents/who-are. Accessed 1125, 2018.
   Google Scholar
• Schlichthorst M, Sanci LA, Pirkis J, Spittal MJ, Hocking JS. Why do men go to the doctor? Socio-demographic and lifestyle factors associated with healthcare utilisation among a cohort of Australian men. BMC Public Health. 2016;16(3):1028. doi:10.1186/s12889-016-3706-528185596
   PubMedGoogle Scholar
• Noone JH, Stephens C. Men, masculine identities, and health care utilisation. Sociol Health Illn. 2008;30(5):711–725. doi:10.1111/j.1467-9566.2008.01095.x18564976
   PubMed Web of Science ®Google Scholar
• Australian Institute of Health and Welfare. The health of Australia’s males. Canberra: AIHW; 2017 Available from https://www.aihw.gov.au/reports/men-women/male-health/contents/who-are. Accessed 1125, 2018.
   Google Scholar
• Shorrocks A, Davies J, Lluberas R. Global Wealth Report 2018. Switzerland: Credit Suisse Research Institute; 2018.
   Google Scholar
• Neumann PJ, Palmer JA, Nadler E, Fang C, Ubel P. Cancer therapy costs influence treatment: a national survey of oncologists. Health Aff. 2010;29(1):196–202. doi:10.1377/hlthaff.2009.0077
   PubMed Web of Science ®Google Scholar
• Weaver KE, Geiger AM, Lu L, Case LD. Rural‐urban disparities in health status among US cancer survivors. Cancer. 2013;119(5):1050–1057. doi:10.1002/cncr.2784023096263
   PubMed Web of Science ®Google Scholar
• Zahnd WE, McLafferty SL. Contextual effects and cancer outcomes in the United States: a systematic review of characteristics in multilevel analyses. Ann Epidemiol. 2017;27(11):739–748. e733. doi:10.1016/j.annepidem.2017.10.00229173579
   PubMed Web of Science ®Google Scholar
• Henderson C, Robinson E, Evans‐Lacko S, et al. Public knowledge, attitudes, social distance and reported contact regarding people with mental illness 2009–2015. Acta Psychiatr Scand. 2016;134:23–33. doi:10.1111/acps.1260727426643
   PubMed Web of Science ®Google Scholar
• Mission W. Living with Mental Illness; Attitudes, experiences and challenges. Sydney: Wesley Mission; 2007:16.
   Google Scholar
• Australian Institute of Health and Welfare. Australia’s hospitals at a glance 2016–17. Canberra: AIHW; 2018 Available from https://www.aihw.gov.au/getmedia/d5f4d211-ace3-48b9-9860-c4489ddf2c35/aihw-hse-204.pdf.aspx?inline=true. Accessed 1124, 2018.
   Google Scholar
• Crawford‐Williams F, March S, Goodwin BC, et al. Interventions for prostate cancer survivorship: A systematic review of reviews. Psycho‐Oncology. 2018;27(10):2339–2348. doi:10.1002/pon.488830255558
   PubMed Web of Science ®Google Scholar
• Dismuke CE, Egede LE. Association of serious psychological distress with health services expenditures and utilization in a national sample of US adults. Gen Hosp Psychiatry. 2011;33(4):311–317. doi:10.1016/j.genhosppsych.2011.03.01421762826
   PubMed Web of Science ®Google Scholar