Abstract
Objectives
The development of successful policies to reduce income-related inequalities in cervical cancer screening rates requires an understanding of the reasons why low-income women are less likely to be screened. We sought to identify important determinants contributing to inequality in cervical screening rates.
Methods
We analyzed data from 92,541 women aged 25–64 years, who participated in the World Health Survey in 2002–2003. Income-related inequality in Pap screening was measured using the concentration index (CI). Using a decomposition method for the CI, we quantified the contribution to inequality of age, education level, marital status, urbanicity and recent health-care need.
Results
There was substantial heterogeneity in the contributions of different determinants to inequality among countries. Education generally made the largest contribution (median = 15%, interquartile range [IQR] = 23%), although this varied widely even within regions (e.g., 5% in Austria, 28% in Hungary). The contribution of rural residence was greatest in African countries (median = 10%, IQR = 13%); however, there was again substantial within-region variation (e.g., 26% in Zambia, 2% in Kenya).
Conclusions
Considerable heterogeneity in the contributions of screening determinants among countries suggests interventions to reduce screening inequalities may require country-specific approaches.
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References
Akers AY, Newmann SJ, Smith JS (2007) Factors underlying disparities in cervical cancer incidence, screening, and treatment in the United States. Curr Probl Cancer 31(3):157–181. doi:10.1016/j.currproblcancer.2007.01.001
Albuquerque KM, Frias PG, Andrade CL, Aquino EM, Menezes G, Szwarcwald CL (2009) Pap smear coverage and factors associated with non-participation in cervical cancer screening: an analysis of the cervical cancer prevention program in Pernambuco state, Brazil. Cad Saude Publica 25 Suppl 2:S301–S309. doi:10.1590/S0102-311X2009001400012
Alves C, Alves L, Lunet N (2009) Prevalence and determinants of cervical cytology use in an urban sample of Portuguese women. Eur J Cancer Prev. doi:10.1097/CEJ.0b013e328330eb47
Arrossi S, Ramos S, Paolino M, Sankaranarayanan R (2008) Social inequality in Pap smear coverage: identifying under-users of cervical cancer screening in Argentina. Reprod Health Matters 16(32):50–58. doi:10.1016/S0968-8080(08)32410-0
Baker D, Middleton E (2003) Cervical screening, health inequality in England in the 1990. J Epidemiol Community Health 57(6):417–423
Chan C, Ho SC, Chan SG, Yip YB, Wong FC, Cheng F (2002) Factors affecting uptake of cervical and breast cancer screening among perimenopausal women in Hong Kong. Hong Kong Med J 8(5):334–341
Clarke PM, Gerdtham U-G, Johannesson M, Bingefors K, Smith L (2002) On the measurement of relative and absolute income-related health inequality. Soc Sci Med 55(11):1923–1928
Eaker S, Adami HO, Sparen P (2001) Reasons women do not attend screening for cervical cancer: a population-based study in Sweden. Prev Med 32(6):482–491. doi:10.1006/pmed.2001.0844S0091-7435(01)90844-8
Erreygers G (2009) Correcting the concentration index. J Health Econ 28(2):504–515. doi:10.1016/j.jhealeco.2008.02.003
Ferguson BD, Tandon A, Gakidou E, Murray CJ (2003) Estimating permanent income using indicator variables. In: Murray CJL, Evans DB (eds) Health systems performance assessment: debates methods and empiricism. World Health Organization, Geneva, p 927
Forbes C, Jepson R, Martin-Hirsch P (2002) Interventions targeted at women to encourage the uptake of cervical screening. Cochrane Database Syst Rev (3):CD002834. doi:10.1002/14651858.CD002834
Gakidou E, Vayena E (2007) Use of modern contraception by the poor is falling behind. PLoS Med 4(2):e31. doi:10.1371/journal.pmed.0040031
Gakidou E, Oza S, Vidal Fuertes C, Li AY, Lee DK, Sousa A, Hogan MC, Vander Hoorn S, Ezzati M (2007) Improving child survival through environmental and nutritional interventions: the importance of targeting interventions toward the poor. JAMA 298(16):1876–1887. doi:10.1001/jama.298.16.1876
Gakidou E, Nordhagen S, Obermeyer Z (2008) Coverage of cervical cancer screening in 57 countries: low average levels and large inequalities. PLoS Med 5(6):e132
Gravelle H (2003) Measuring income related inequality in health: standardisation and the partial concentration index. Health Econ 12(10):803–819
Gwatkin DR, Rutstein S, Johnson K, Suliman E, Wagstaff A, Amouzou A (2007) Socio-economic differences in health, nutrition, and population within developing countries: an overview. Niger J Clin Pract 10(4):272–282
Harper S, Lynch J (2007) Trends in socioeconomic inequalities in adult health behaviors among US states, 1990–2004. Public Health Rep 122(2):177–189
Howard M, Agarwal G, Lytwyn A (2009) Accuracy of self-reports of Pap and mammography screening compared to medical record: a meta-analysis. Cancer Causes Control 20(1):1–13. doi:10.1007/s10552-008-9228-4
IARC (1986) Screening for squamous cervical cancer: Duration of low risk after negative results of cervical cytology and its implication for screening policies. IARC working group on evaluation of cervical cancer screening programmes. Br Med J (Clin Res Ed) 293(6548):659–664
IARC (2005) IARC handbooks of cancer prevention vol. 10: cervix cancer screening. Lyon, France
Kakwani N, Wagstaff A, van Doorslaer E (1997) Socioeconomic inequalities in health: measurement, computation, and statistical inference. J Econom 77(1):87–103
Khadr Z (2009) Monitoring socioeconomic inequity in maternal health indicators in Egypt: 1995–2005. Int J Equity Health 8:38. doi:10.1186/1475-9276-8-38
Lazcano-Ponce EC, Najera-Aguilar P, Buiatti E, Alonso-de-Ruiz P, Kuri P, Cantoral L, Hernandez-Avila M (1997) The cervical cancer screening program in Mexico: problems with access and coverage. Cancer Causes Control 8(5):698–704
Leyden WA, Manos MM, Geiger AM, Weinmann S, Mouchawar J, Bischoff K, Yood MU, Gilbert J, Taplin SH (2005) Cervical cancer in women with comprehensive health care access: attributable factors in the screening process. J Natl Cancer Inst 97(9):675–683. doi:10.1093/jnci/dji115
Martins LFL, Valente JG, Thuler LCS (2009) Factors related to inadequate cervical cancer screening in two Brazilian state capitals. Rev Saude Publica 43(2):318–325
Maxwell CJ, Bancej CM, Snider J, Vik SA (2001) Factors important in promoting cervical cancer screening among Canadian women: findings from the 1996–1997 national population health survey (nphs). Can J Public Health 92(2):127–133
Moser K, Patnick J, Beral V (2009) Inequalities in reported use of breast and cervical screening in Great Britain: analysis of cross sectional survey data. BMJ 338:b2025–b2025. doi:10.1136/bmj.b2025
O’Donnell O, van Doorslaer E, Wagstaff A, Lindelow M (2007) Analyzing health equity using household survey data: a guide to techniques and their implementation. World Bank, Washington
Palencia L, Espelt A, Rodriguez-Sanz M, Puigpinos R, Pons-Vigues M, Pasarin MI, Spadea T, Kunst AE, Borrell C (2010) Socio-economic inequalities in breast and cervical cancer screening practices in Europe: influence of the type of screening program. Int J Epidemiol. doi:10.1093/ije/dyq003
Parikh S, Brennan P, Boffetta P (2003) Meta-analysis of social inequality and the risk of cervical cancer. Int J Cancer 105(5):687–691. doi:10.1002/ijc.11141
Pongou R, Ezzati M, Salomon JA (2006) Household and community socioeconomic and environmental determinants of child nutritional status in Cameroon. BMC Public Health 6:98. doi:10.1186/1471-2458-6-98
Puig-Tintoré LM, Castellsagué X, Torné A, de Sanjosé S, Cortés J, Roura E, Méndez C, Bosch FX (2008) Coverage and factors associated with cervical cancer screening: Results from the AFRODITA study: a population-based survey in Spain. J Low Genit Tract Dis 12(2):82–89. doi:10.1097/LGT.0b013e3181599c16
Sankaranarayanan R, Boffetta P (2010) Research on cancer prevention, detection and management in low- and medium-income countries. Annals of Oncology: official journal of the European Society for Medical Oncology/ESMO. doi:10.1093/annonc/mdq049
Siahpush M, Singh GK (2002) Sociodemographic predictors of Pap test receipt, currency and knowledge among Australian women. Prev Med 35(4):362–368. doi:S0091743502910868
Sutton S, Rutherford C (2005) Sociodemographic and attitudinal correlates of cervical screening uptake in a national sample of women in Britain. Soc Sci Med 61(11):2460–2465. doi:10.1016/j.socscimed.2005.07.017
Todorova I, Baban A, Alexandrova-Karamanova A, Bradley J (2009) Inequalities in cervical cancer screening in Eastern Europe: perspectives from Bulgaria and Romania. Int J Public Health 54(4):222–232. doi:10.1007/s00038-009-8040-6
Ustun B, Chatterji S, Mechbal A, Murray CJ, WHS collaborating groups (2003) The world health surveys. In: Murray CJL, Evans DB (eds) Health systems performance assessment: debates methods and empiricism. World Health Organization, Geneva, pp 797–808
Van de Poel E, Hosseinpoor AR, Speybroeck N, Van Ourti T, Vega J (2008) Socioeconomic inequality in malnutrition in developing countries. Bull World Health Organ 86(4):282–291
Vapattanawong P, Hogan MC, Hanvoravongchai P, Gakidou E, Vos T, Lopez AD, Lim SS (2007) Reductions in child mortality levels and inequalities in Thailand: analysis of two censuses. Lancet 369(9564):850–855. doi:10.1016/S0140-6736(07)60413-9
Wagstaff A (2005) The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality. Health Econ 14(4):429–432
Wagstaff A, Paci P, Vandoorslaer E (1991) On the measurement of inequalities in health. Soc Sci Med 33(5):545–557
Wagstaff A, van Doorslaer E, Watanabe N (2003) On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. J Econ 112(1):207–223
Wellensiek N, Moodley M, Moodley J, Nkwanyana N (2002) Knowledge of cervical cancer screening and use of cervical screening facilities among women from various socioeconomic backgrounds in Durban, Kwazulu Natal, South Africa. Int J Gynecol Cancer 12(4):376–382
WHO (2002) World health survey: guide to administration and question by question specifications. http://www.who.int/healthinfo/survey/instruments/en/index.html. Accessed 15 January 2010
Winkler J, Bingham A, Coffey P, Handwerker WP (2008) Women’s participation in a cervical cancer screening program in northern Peru. Health Educ Res 23(1):10–24. doi:10.1093/her/cyl156
Yiengprugsawan V, Lim LL, Carmichael GA, Dear KB, Sleigh AC (2010) Decomposing socioeconomic inequality for binary health outcomes: an improved estimation that does not vary by choice of reference group. BMC Res Notes 3:57. doi:10.1186/1756-0500-3-57
Acknowledgments
We thank the Institute for Health Metrics and Evaluation for providing us with the estimates of permanent income that were used in these analyses. This work was supported by the Canadian Institutes for Health Research (191612). At the time of this research, Sam Harper was supported by a Chercheur-boursier from the Fonds de la Recherche en Santé du Québec (FRSQ), and Spencer Moore was supported through a New Investigator Award from the CIHR-Institute of Aging.
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The authors declare that they have no competing interests.
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McKinnon, B., Harper, S. & Moore, S. Decomposing income-related inequality in cervical screening in 67 countries. Int J Public Health 56, 139–152 (2011). https://doi.org/10.1007/s00038-010-0224-6
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DOI: https://doi.org/10.1007/s00038-010-0224-6