Skip to main content
Top
Published in: BMC Primary Care 1/2017

Open Access 01-12-2017 | Research article

Using self-reported data on the social determinants of health in primary care to identify cancer screening disparities: opportunities and challenges

Authors: A.K. Lofters, A. Schuler, M. Slater, N.N. Baxter, N. Persaud, A.D. Pinto, E. Kucharski, S. Davie, R. Nisenbaum, T. Kiran

Published in: BMC Primary Care | Issue 1/2017

Login to get access

Abstract

Background

Data on the social determinants of health can help primary care practices target improvement efforts, yet relevant data are rarely available. Our family practice located in Toronto, Ontario routinely collects patient-level sociodemographic data via a pilot-tested survey developed by a multi-organizational steering committee. We sought to use these data to assess the relationship between the social determinants and colorectal, cervical and breast cancer screening, and to describe the opportunities and challenges of using data on social determinants from a self-administered patient survey.

Methods

Patients of the family practice eligible for at least one of the three cancer screening types, based on age and screening guidelines as of June 30, 2015 and who had answered at least one question on a socio-demographic survey were included in the study. We linked self-reported data from the sociodemographic survey conducted in the waiting room with patients’ electronic medical record data and cancer screening records. We created an individual-level income variable (low-income cut-off) that defined a poverty threshold and took household size into account. The sociodemographic characteristics of patients who were overdue for screening were compared to those who were up-to-date for screening for each cancer type using chi-squared tests.

Results

We analysed data for 5766 patients for whom we had survey data. Survey participants had significantly higher screening rates (72.9, 78.7, 74.4% for colorectal, cervical and breast cancer screening respectively) than the 13, 036 patients for whom we did not have survey data (59.2, 65.3, 58.9% respectively). Foreign-born patients were significantly more likely to be up-to-date on colorectal screening than their Canadian-born peers but showed no significant differences in breast or cervical cancer screening. We found a significant association between the low-income cut-off variable and cancer screening; neighbourhood income quintile was not significantly associated with cancer screening. Housing status was also significantly associated with colorectal, cervical and breast cancer screening. There was a large amount of missing data for the low-income cut-off variable, approximately 25% across the three cohorts.

Conclusion

While we were able to show that neighbourhood income might under-estimate income-related disparities in screening, individual-level income was also the most challenging variable to collect. Future work in this area should target the income disparity in cancer screening and simultaneously explore how best to collect measures of poverty.
Appendix
Available only for authorised users
Literature
2.
go back to reference Chandola T, Ferrie J, Sacker A, Marmot M. Social inequalities in self reported health in early old age: follow-up of prospective cohort study. BMJ. 2007;334(7601):990.CrossRefPubMedPubMedCentral Chandola T, Ferrie J, Sacker A, Marmot M. Social inequalities in self reported health in early old age: follow-up of prospective cohort study. BMJ. 2007;334(7601):990.CrossRefPubMedPubMedCentral
3.
go back to reference Commission on Social Determinants of Health. Closing the gap in a generation: health equity through action on the social determinants of health. In: Final report of the commission on social determinants of health. Geneva: World Health Organization; 2008. Commission on Social Determinants of Health. Closing the gap in a generation: health equity through action on the social determinants of health. In: Final report of the commission on social determinants of health. Geneva: World Health Organization; 2008.
4.
go back to reference Galobardes B, Davey Smith G, Jeffreys M, McCarron P. Childhood socioeconomic circumstances predict specific causes of death in adulthood: the Glasgow student cohort study. J Epidemiol Community Health. 2006;60(6):527–9.CrossRefPubMedPubMedCentral Galobardes B, Davey Smith G, Jeffreys M, McCarron P. Childhood socioeconomic circumstances predict specific causes of death in adulthood: the Glasgow student cohort study. J Epidemiol Community Health. 2006;60(6):527–9.CrossRefPubMedPubMedCentral
5.
go back to reference Lofters A, Slater M, Kirst M, Shankardass K, Quinonez C. How do people attribute income-related inequalities in health? a cross-sectional study in Ontario, Canada. PLoS One. 2014;9(1):e85286.CrossRefPubMedPubMedCentral Lofters A, Slater M, Kirst M, Shankardass K, Quinonez C. How do people attribute income-related inequalities in health? a cross-sectional study in Ontario, Canada. PLoS One. 2014;9(1):e85286.CrossRefPubMedPubMedCentral
7.
go back to reference Marmot M, Friel S. Global health equity: evidence for action on the social determinants of health. J Epidemiol Community Health. 2008;62(12):1095–7.CrossRefPubMed Marmot M, Friel S. Global health equity: evidence for action on the social determinants of health. J Epidemiol Community Health. 2008;62(12):1095–7.CrossRefPubMed
8.
go back to reference Mikkonen J, Raphael D. Social determinants of health: the Canadian facts. Toronto: York University School of Health Policy and Management; 2010. Mikkonen J, Raphael D. Social determinants of health: the Canadian facts. Toronto: York University School of Health Policy and Management; 2010.
10.
go back to reference Bierman AS, Magari ES, Jette AM, Splaine M, Wasson JH. Assessing access as a first step toward improving the quality of care for very old adults. J Ambul Care Manage. 1998;21(3):17–26.CrossRefPubMed Bierman AS, Magari ES, Jette AM, Splaine M, Wasson JH. Assessing access as a first step toward improving the quality of care for very old adults. J Ambul Care Manage. 1998;21(3):17–26.CrossRefPubMed
11.
go back to reference Institute of Medicine. Capturing social and behavioral domains in electronic health records: phase 1. Washington: National Academies Press; 2014. Institute of Medicine. Capturing social and behavioral domains in electronic health records: phase 1. Washington: National Academies Press; 2014.
12.
go back to reference Shi L, Starfield B. The effect of primary care physician supply and income inequality on mortality among blacks and whites in US metropolitan areas. Am J Public Health. 2001;91(8):1246–50.CrossRefPubMedPubMedCentral Shi L, Starfield B. The effect of primary care physician supply and income inequality on mortality among blacks and whites in US metropolitan areas. Am J Public Health. 2001;91(8):1246–50.CrossRefPubMedPubMedCentral
14.
go back to reference DeVoe JE, Bazemore AW, Cottrell EK, Likumahuwa-Ackman S, Grandmont J, Spach N, Gold R. Perspectives in primary care: a conceptual framework and path for integrating social determinants of health into primary care practice. Ann Fam Med. 2016;14(2):104–8.CrossRefPubMedPubMedCentral DeVoe JE, Bazemore AW, Cottrell EK, Likumahuwa-Ackman S, Grandmont J, Spach N, Gold R. Perspectives in primary care: a conceptual framework and path for integrating social determinants of health into primary care practice. Ann Fam Med. 2016;14(2):104–8.CrossRefPubMedPubMedCentral
15.
go back to reference Gottlieb LM, Tirozzi KJ, Manchanda R, Burns AR, Sandel MT. Moving electronic medical records upstream: incorporating social determinants of health. Am J Prev Med. 2015;48(2):215–8.CrossRefPubMed Gottlieb LM, Tirozzi KJ, Manchanda R, Burns AR, Sandel MT. Moving electronic medical records upstream: incorporating social determinants of health. Am J Prev Med. 2015;48(2):215–8.CrossRefPubMed
16.
go back to reference Borkhoff CM, Saskin R, Rabeneck L, Baxter NN, Liu Y, Tinmouth J, Paszat LF. Disparities in receipt of screening tests for cancer, diabetes and high cholesterol in Ontario, Canada: a population-based study using area-based methods. Can J Public Health. 2013;104(4):e284–290.CrossRefPubMed Borkhoff CM, Saskin R, Rabeneck L, Baxter NN, Liu Y, Tinmouth J, Paszat LF. Disparities in receipt of screening tests for cancer, diabetes and high cholesterol in Ontario, Canada: a population-based study using area-based methods. Can J Public Health. 2013;104(4):e284–290.CrossRefPubMed
17.
go back to reference Fernandes KA, Sutradhar R, Borkhoff CM, Baxter N, Lofters A, Rabeneck L, Tinmouth J, Paszat L, Ontario Cancer Screening Research N. Small-area variation in screening for cancer, glucose and cholesterol in Ontario: a cross-sectional study. CMAJ Open. 2015;3(4):E373–81.CrossRefPubMedPubMedCentral Fernandes KA, Sutradhar R, Borkhoff CM, Baxter N, Lofters A, Rabeneck L, Tinmouth J, Paszat L, Ontario Cancer Screening Research N. Small-area variation in screening for cancer, glucose and cholesterol in Ontario: a cross-sectional study. CMAJ Open. 2015;3(4):E373–81.CrossRefPubMedPubMedCentral
18.
go back to reference Glazier RH, Creatore MI, Gozdyra P, Matheson FI, Steele LS, Boyle E, Moineddin R. Geographic methods for understanding and responding to disparities in mammography use in Toronto, Canada. J Gen Intern Med. 2004;19(9):952–61.CrossRefPubMedPubMedCentral Glazier RH, Creatore MI, Gozdyra P, Matheson FI, Steele LS, Boyle E, Moineddin R. Geographic methods for understanding and responding to disparities in mammography use in Toronto, Canada. J Gen Intern Med. 2004;19(9):952–61.CrossRefPubMedPubMedCentral
19.
go back to reference Guilcher SJ, Lofters A, Glazier RH, Jaglal SB, Voth J, Bayoumi AM. Level of disability, multi-morbidity and breast cancer screening: does severity matter? Prev Med. 2014;67:193–8.CrossRefPubMed Guilcher SJ, Lofters A, Glazier RH, Jaglal SB, Voth J, Bayoumi AM. Level of disability, multi-morbidity and breast cancer screening: does severity matter? Prev Med. 2014;67:193–8.CrossRefPubMed
20.
go back to reference Honein-AbouHaidar GN, Baxter NN, Moineddin R, Urbach DR, Rabeneck L, Bierman AS. Trends and inequities in colorectal cancer screening participation in Ontario, Canada, 2005–2011. Cancer Epidemiol. 2013;37(6):946–56.CrossRefPubMed Honein-AbouHaidar GN, Baxter NN, Moineddin R, Urbach DR, Rabeneck L, Bierman AS. Trends and inequities in colorectal cancer screening participation in Ontario, Canada, 2005–2011. Cancer Epidemiol. 2013;37(6):946–56.CrossRefPubMed
21.
go back to reference Kiran T, Wilton AS, Moineddin R, Paszat L, Glazier RH. Effect of payment incentives on cancer screening in Ontario primary care. Ann Fam Med. 2014;12(4):317–23.CrossRefPubMedPubMedCentral Kiran T, Wilton AS, Moineddin R, Paszat L, Glazier RH. Effect of payment incentives on cancer screening in Ontario primary care. Ann Fam Med. 2014;12(4):317–23.CrossRefPubMedPubMedCentral
22.
go back to reference Lofters A, Guilcher S, Maulkhan N, Milligan J, Lee J. Patients living with disabilities: the need for high-quality primary care. Can Fam Physician. 2016;62(8):e457–464.PubMedPubMedCentral Lofters A, Guilcher S, Maulkhan N, Milligan J, Lee J. Patients living with disabilities: the need for high-quality primary care. Can Fam Physician. 2016;62(8):e457–464.PubMedPubMedCentral
23.
go back to reference Lofters AK, Hwang SW, Moineddin R, Glazier RH. Cervical cancer screening among urban immigrants by region of origin: a population-based cohort study. Prev Med. 2010;51(6):509–16.CrossRefPubMed Lofters AK, Hwang SW, Moineddin R, Glazier RH. Cervical cancer screening among urban immigrants by region of origin: a population-based cohort study. Prev Med. 2010;51(6):509–16.CrossRefPubMed
24.
go back to reference Lofters AK, Moineddin R, Hwang SW, Glazier RH. Low rates of cervical cancer screening among urban immigrants: a population-based study in Ontario, Canada. Med Care. 2010;48(7):611–8.CrossRefPubMed Lofters AK, Moineddin R, Hwang SW, Glazier RH. Low rates of cervical cancer screening among urban immigrants: a population-based study in Ontario, Canada. Med Care. 2010;48(7):611–8.CrossRefPubMed
25.
go back to reference Lofters AK, Moineddin R, Hwang SW, Glazier RH. Predictors of low cervical cancer screening among immigrant women in Ontario, Canada. BMC Womens Health. 2011;11:20.CrossRefPubMedPubMedCentral Lofters AK, Moineddin R, Hwang SW, Glazier RH. Predictors of low cervical cancer screening among immigrant women in Ontario, Canada. BMC Womens Health. 2011;11:20.CrossRefPubMedPubMedCentral
26.
go back to reference Lofters A, Ng R, Lobb R. Primary care physician characteristics associated with cancer screening: A retrospective cohort study in Ontario, Canada. Cancer Med. 2014. doi:10.1002/cam4.358. Lofters A, Ng R, Lobb R. Primary care physician characteristics associated with cancer screening: A retrospective cohort study in Ontario, Canada. Cancer Med. 2014. doi:10.​1002/​cam4.​358.
27.
go back to reference Vahabi M, Lofters A, Kumar M, Glazier RH. Breast cancer screening disparities among urban immigrants: a population-based study in Ontario, Canada. BMC Public Health. 2015;15:679.CrossRefPubMedPubMedCentral Vahabi M, Lofters A, Kumar M, Glazier RH. Breast cancer screening disparities among urban immigrants: a population-based study in Ontario, Canada. BMC Public Health. 2015;15:679.CrossRefPubMedPubMedCentral
28.
go back to reference Pinto AD, Glattstein-Young G, Mohamed A, Bloch G, Leung FH, Glazier RH. Building a foundation to reduce health inequities: routine collection of sociodemographic data in primary care. J Am Board Fam Med. 2016;29(3):348–55.CrossRefPubMed Pinto AD, Glattstein-Young G, Mohamed A, Bloch G, Leung FH, Glazier RH. Building a foundation to reduce health inequities: routine collection of sociodemographic data in primary care. J Am Board Fam Med. 2016;29(3):348–55.CrossRefPubMed
29.
go back to reference Rosser WW, Colwill JM, Kasperski J, Wilson L. Patient-centered medical homes in Ontario. N Engl J Med. 2010;362(3):e7.CrossRefPubMed Rosser WW, Colwill JM, Kasperski J, Wilson L. Patient-centered medical homes in Ontario. N Engl J Med. 2010;362(3):e7.CrossRefPubMed
38.
go back to reference First Nations Centre. OCAP: ownership, control, access and possession. In: Sanctioned by the first nations information governance committee, assembly of first nations. Ottawa: National Aboriginal Health Organization; 2007. First Nations Centre. OCAP: ownership, control, access and possession. In: Sanctioned by the first nations information governance committee, assembly of first nations. Ottawa: National Aboriginal Health Organization; 2007.
39.
go back to reference IBM Corp. IBM SPSS statistics for windows, version 20.0. Armonk: IBM Corp; 2011. Released. IBM Corp. IBM SPSS statistics for windows, version 20.0. Armonk: IBM Corp; 2011. Released.
40.
go back to reference Decker KM, Demers AA, Nugent Z, Biswanger N, Singh H. Reducing income-related inequities in colorectal cancer screening: lessons learned from a retrospective analysis of organised programme and non-programme screening delivery in Winnipeg, Manitoba. BMJ Open. 2016;6(2):e009470.CrossRefPubMedPubMedCentral Decker KM, Demers AA, Nugent Z, Biswanger N, Singh H. Reducing income-related inequities in colorectal cancer screening: lessons learned from a retrospective analysis of organised programme and non-programme screening delivery in Winnipeg, Manitoba. BMJ Open. 2016;6(2):e009470.CrossRefPubMedPubMedCentral
41.
go back to reference Elit L, Krzyzanowska M, Saskin R, Barbera L, Razzaq A, Lofters A, Yeritsyan N, Bierman A. Sociodemographic factors associated with cervical cancer screening and follow-up of abnormal results. Can Fam Physician. 2012;58(1):e22–31.PubMedPubMedCentral Elit L, Krzyzanowska M, Saskin R, Barbera L, Razzaq A, Lofters A, Yeritsyan N, Bierman A. Sociodemographic factors associated with cervical cancer screening and follow-up of abnormal results. Can Fam Physician. 2012;58(1):e22–31.PubMedPubMedCentral
42.
go back to reference Kiran T, Kopp A, Moineddin R, Victor JC, Campbell RJ, Shah BR, Glazier RH. Unintended consequences of delisting routine eye exams on retinopathy screening for people with diabetes in Ontario, Canada. CMAJ. 2013;185(3):E167–173.CrossRefPubMedPubMedCentral Kiran T, Kopp A, Moineddin R, Victor JC, Campbell RJ, Shah BR, Glazier RH. Unintended consequences of delisting routine eye exams on retinopathy screening for people with diabetes in Ontario, Canada. CMAJ. 2013;185(3):E167–173.CrossRefPubMedPubMedCentral
43.
go back to reference Sholzberg M, Gomes T, Juurlink DN, Yao Z, Mamdani MM, Laupacis A. The influence of socioeconomic status on selection of anticoagulation for atrial fibrillation. PLoS One. 2016;11(2):e0149142.CrossRefPubMedPubMedCentral Sholzberg M, Gomes T, Juurlink DN, Yao Z, Mamdani MM, Laupacis A. The influence of socioeconomic status on selection of anticoagulation for atrial fibrillation. PLoS One. 2016;11(2):e0149142.CrossRefPubMedPubMedCentral
44.
go back to reference Vahabi M, Lofters A, Kumar M, Glazier RH. Breast cancer screening disparities among immigrant women by world region of origin: a population-based study in Ontario, Canada. Cancer Med. 2016;5(7):1670–86.CrossRefPubMedPubMedCentral Vahabi M, Lofters A, Kumar M, Glazier RH. Breast cancer screening disparities among immigrant women by world region of origin: a population-based study in Ontario, Canada. Cancer Med. 2016;5(7):1670–86.CrossRefPubMedPubMedCentral
46.
go back to reference Rodday AM, Parsons SK, Snyder F, Simon MA, Llanos AA, Warren-Mears V, Dudley D, Lee JH, Patierno SR, Markossian TW, et al. Impact of patient navigation in eliminating economic disparities in cancer care. Cancer. 2015;121(22):4025–34.CrossRefPubMedPubMedCentral Rodday AM, Parsons SK, Snyder F, Simon MA, Llanos AA, Warren-Mears V, Dudley D, Lee JH, Patierno SR, Markossian TW, et al. Impact of patient navigation in eliminating economic disparities in cancer care. Cancer. 2015;121(22):4025–34.CrossRefPubMedPubMedCentral
47.
go back to reference Hagedoorn P, Vandenheede H, Willaert D, Vanthomme K, Gadeyne S. Regional inequalities in lung cancer mortality in Belgium at the beginning of the 21st century: the contribution of individual and area-level socioeconomic status and industrial exposure. PLoS One. 2016;11(1):e0147099.CrossRefPubMedPubMedCentral Hagedoorn P, Vandenheede H, Willaert D, Vanthomme K, Gadeyne S. Regional inequalities in lung cancer mortality in Belgium at the beginning of the 21st century: the contribution of individual and area-level socioeconomic status and industrial exposure. PLoS One. 2016;11(1):e0147099.CrossRefPubMedPubMedCentral
48.
go back to reference Tilbrook D, Polsky J, Lofters A. Are women with psychosis receiving adequate cervical cancer screening? Can Fam Physician. 2010;56(4):358–63.PubMedPubMedCentral Tilbrook D, Polsky J, Lofters A. Are women with psychosis receiving adequate cervical cancer screening? Can Fam Physician. 2010;56(4):358–63.PubMedPubMedCentral
49.
go back to reference Lofters A, Guilcher S, Glazier R, Jaglal S, Voth J, Bayoumi A. Screening for cervical cancer in women with disability and multimorbidity: A retrospective cohort study in Ontario, Canada. CMAJ Open. 2014;2(4):E240-7. doi:10.9778/cmajo.20140003. Lofters A, Guilcher S, Glazier R, Jaglal S, Voth J, Bayoumi A. Screening for cervical cancer in women with disability and multimorbidity: A retrospective cohort study in Ontario, Canada. CMAJ Open. 2014;2(4):E240-7. doi:10.​9778/​cmajo.​20140003.
50.
go back to reference Kirst M, Shankardass K, Bomze S, Lofters A, Quinonez C. Sociodemographic data collection for health equity measurement: a mixed methods study examining public opinions. Int J Equity Health. 2013;12(1):75.CrossRefPubMedPubMedCentral Kirst M, Shankardass K, Bomze S, Lofters A, Quinonez C. Sociodemographic data collection for health equity measurement: a mixed methods study examining public opinions. Int J Equity Health. 2013;12(1):75.CrossRefPubMedPubMedCentral
51.
go back to reference Lofters AK, Shankardass K, Kirst M, Quinonez C. Sociodemographic data collection in healthcare settings: an examination of public opinions. Med Care. 2011;49(2):193–9.CrossRefPubMed Lofters AK, Shankardass K, Kirst M, Quinonez C. Sociodemographic data collection in healthcare settings: an examination of public opinions. Med Care. 2011;49(2):193–9.CrossRefPubMed
52.
go back to reference Brcic V, Eberdt C, Kaczorowski J. Development of a tool to identify poverty in a family practice setting: a pilot study. Int J Family Med. 2011;2011:812182.CrossRefPubMedPubMedCentral Brcic V, Eberdt C, Kaczorowski J. Development of a tool to identify poverty in a family practice setting: a pilot study. Int J Family Med. 2011;2011:812182.CrossRefPubMedPubMedCentral
53.
go back to reference Limmer K, LoBiondo-Wood G, Dains J. Predictors of cervical cancer screening adherence in the United States: a systematic review. J Adv Pract Oncol. 2014;5(1):31–41.PubMedPubMedCentral Limmer K, LoBiondo-Wood G, Dains J. Predictors of cervical cancer screening adherence in the United States: a systematic review. J Adv Pract Oncol. 2014;5(1):31–41.PubMedPubMedCentral
54.
go back to reference Wools A, Dapper EA, de Leeuw JR. Colorectal cancer screening participation: a systematic review. Eur J Public Health. 2016;26(1):158–68.CrossRefPubMed Wools A, Dapper EA, de Leeuw JR. Colorectal cancer screening participation: a systematic review. Eur J Public Health. 2016;26(1):158–68.CrossRefPubMed
55.
go back to reference Schueler KM, Chu PW, Smith-Bindman R. Factors associated with mammography utilization: a systematic quantitative review of the literature. J Womens Health (Larchmt). 2008;17(9):1477–98.CrossRef Schueler KM, Chu PW, Smith-Bindman R. Factors associated with mammography utilization: a systematic quantitative review of the literature. J Womens Health (Larchmt). 2008;17(9):1477–98.CrossRef
56.
go back to reference Bellinger JD, Brandt HM, Hardin JW, Bynum SA, Sharpe PA, Jackson D. The role of family history of cancer on cervical cancer screening behavior in a population-based survey of women in the Southeastern United States. Womens Health Issues. 2013;23(4):e197–204.CrossRefPubMedPubMedCentral Bellinger JD, Brandt HM, Hardin JW, Bynum SA, Sharpe PA, Jackson D. The role of family history of cancer on cervical cancer screening behavior in a population-based survey of women in the Southeastern United States. Womens Health Issues. 2013;23(4):e197–204.CrossRefPubMedPubMedCentral
57.
go back to reference Laiyemo AO, Thompson N, Williams CD, Idowu KA, Bull-Henry K, Sherif ZA, Lee EL, Brim H, Ashktorab H, Platz EA, et al. Race and colorectal cancer screening compliance among persons with a family history of cancer. World J Gastrointest Endosc. 2015;7(18):1300–5.CrossRefPubMedPubMedCentral Laiyemo AO, Thompson N, Williams CD, Idowu KA, Bull-Henry K, Sherif ZA, Lee EL, Brim H, Ashktorab H, Platz EA, et al. Race and colorectal cancer screening compliance among persons with a family history of cancer. World J Gastrointest Endosc. 2015;7(18):1300–5.CrossRefPubMedPubMedCentral
58.
go back to reference Williams KP, Reiter P, Mabiso A, Maurer J, Paskett E. Family history of cancer predicts papanicolaou screening behavior for African american and white women. Cancer. 2009;115(1):179–89.CrossRefPubMed Williams KP, Reiter P, Mabiso A, Maurer J, Paskett E. Family history of cancer predicts papanicolaou screening behavior for African american and white women. Cancer. 2009;115(1):179–89.CrossRefPubMed
59.
go back to reference Ramsey SD, Yoon P, Moonesinghe R, Khoury MJ. Population-based study of the prevalence of family history of cancer: implications for cancer screening and prevention. Genet Med. 2006;8(9):571–5.CrossRefPubMedPubMedCentral Ramsey SD, Yoon P, Moonesinghe R, Khoury MJ. Population-based study of the prevalence of family history of cancer: implications for cancer screening and prevention. Genet Med. 2006;8(9):571–5.CrossRefPubMedPubMedCentral
60.
go back to reference Berkowitz SA, Percac-Lima S, Ashburner JM, Chang Y, Zai AH, He W, Grant RW, Atlas SJ. Building equity improvement into quality improvement: reducing socioeconomic disparities in colorectal cancer screening as part of population health management. J Gen Intern Med. 2015;30(7):942–9.CrossRefPubMedPubMedCentral Berkowitz SA, Percac-Lima S, Ashburner JM, Chang Y, Zai AH, He W, Grant RW, Atlas SJ. Building equity improvement into quality improvement: reducing socioeconomic disparities in colorectal cancer screening as part of population health management. J Gen Intern Med. 2015;30(7):942–9.CrossRefPubMedPubMedCentral
Metadata
Title
Using self-reported data on the social determinants of health in primary care to identify cancer screening disparities: opportunities and challenges
Authors
A.K. Lofters
A. Schuler
M. Slater
N.N. Baxter
N. Persaud
A.D. Pinto
E. Kucharski
S. Davie
R. Nisenbaum
T. Kiran
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Primary Care / Issue 1/2017
Electronic ISSN: 2731-4553
DOI
https://doi.org/10.1186/s12875-017-0599-z

Other articles of this Issue 1/2017

BMC Primary Care 1/2017 Go to the issue