Skip to main content
Erschienen in: Journal of Community Health 1/2018

27.05.2017 | Original Paper

Determinants of Clinic Absenteeism: A Novel Method of Examining Distance from Clinic and Transportation

verfasst von: Ryan W. Dobbs, Neha R. Malhotra, Brandon M. Caldwell, Raymond Rojas, Daniel M. Moreira, Michael R. Abern

Erschienen in: Journal of Community Health | Ausgabe 1/2018

Einloggen, um Zugang zu erhalten

Abstract

Delayed treatment and non-adherence are associated with inferior prostate cancer (CaP) outcomes. Missed clinic appointments (MA) are one form of non-adherence that may be preventable. We conducted a retrospective cohort study of 1341 scheduled clinic encounters for men referred to an academic urology clinic for evaluation of known or suspected CaP. Driving distance and public transit times were calculated using a Google Distance Matrix API algorithm. Zip code level data regarding socioeconomic status was obtained from the 2013 American Community Survey. Logistic regression multivariate analysis was used to identify MA predictors. Of scheduled clinic encounters, 14% were missed. Public health insurance was associated with MA (Private insurance 10%, Public insurance 19%), (p < 0.01) Calendar month was associated with MA with December showing the highest rate (21.2%) and June the lowest (5.3%) rates. (p = 0.02) Appointments for suspected CaP were more likely to be missed (19.3%) than those for known CaP (10.5%), p < 0.01. Driving distance was inversely associated with rate of MA (CA median 11.8 miles, MA median 10.4 miles, p = 0.04) while public transit times were not (66.7 min for CA, 65.3 min for MA, p = 0.36). Men that missed appointments were from areas with lower household incomes and educational attainment. Patient encounter type, insurance status, and reason for referral remained significantly associated with MA after multivariable adjusted analysis. By computing public transit time to the clinic using a mapping engine, we present a novel way to measure this parameter for studies of urban health care.
Literatur
1.
Zurück zum Zitat Siegel, R. L., Miller, K. D., & Jemal, A. (2016). Cancer statistics, 2016. CA: A Cancer Journal for Clinicians, 66(1), 7–30. Siegel, R. L., Miller, K. D., & Jemal, A. (2016). Cancer statistics, 2016. CA: A Cancer Journal for Clinicians, 66(1), 7–30.
2.
Zurück zum Zitat Eggener, S. E., Scardino, P. T., Walsh, P. C., et al. (2011). Predicting 15-year prostate cancer specific mortality after radical prostatectomy. The Journal of Urology, 185(3), 869–875.CrossRefPubMedPubMedCentral Eggener, S. E., Scardino, P. T., Walsh, P. C., et al. (2011). Predicting 15-year prostate cancer specific mortality after radical prostatectomy. The Journal of Urology, 185(3), 869–875.CrossRefPubMedPubMedCentral
3.
Zurück zum Zitat Johansson, J. E., Andren, O., Andersson, S. O., et al. (2004). Natural history of early, localized prostate cancer. JAMA, 291(22), 2713–2719.CrossRefPubMed Johansson, J. E., Andren, O., Andersson, S. O., et al. (2004). Natural history of early, localized prostate cancer. JAMA, 291(22), 2713–2719.CrossRefPubMed
4.
Zurück zum Zitat Abern, M. R., Aronson, W. J., Terris, M. K., et al. (2013). Delayed radical prostatectomy for intermediate-risk prostate cancer is associated with biochemical recurrence: Possible implications for active surveillance from the SEARCH database. The Prostate, 73(4), 409–417.CrossRefPubMed Abern, M. R., Aronson, W. J., Terris, M. K., et al. (2013). Delayed radical prostatectomy for intermediate-risk prostate cancer is associated with biochemical recurrence: Possible implications for active surveillance from the SEARCH database. The Prostate, 73(4), 409–417.CrossRefPubMed
5.
Zurück zum Zitat Luckett, R., Pena, N., Vitonis, A., Bernstein, M. R., & Feldman, S. (2015). Effect of patient navigator program on no-show rates at an academic referral colposcopy clinic. Journal of Women’s Health (2002), 24(7), 608–615.CrossRef Luckett, R., Pena, N., Vitonis, A., Bernstein, M. R., & Feldman, S. (2015). Effect of patient navigator program on no-show rates at an academic referral colposcopy clinic. Journal of Women’s Health (2002), 24(7), 608–615.CrossRef
6.
Zurück zum Zitat Garuda, S. R., Javalgi, R. G., & Talluri, V. S. (1998). Tackling no-show behavior: A market-driven approach. Health Marketing Quarterly, 15(4), 25–44.CrossRefPubMed Garuda, S. R., Javalgi, R. G., & Talluri, V. S. (1998). Tackling no-show behavior: A market-driven approach. Health Marketing Quarterly, 15(4), 25–44.CrossRefPubMed
7.
Zurück zum Zitat Izard, T. (2005). Managing the habitual no-show patient. Family Practice Management, 12(2), 65–66.PubMed Izard, T. (2005). Managing the habitual no-show patient. Family Practice Management, 12(2), 65–66.PubMed
8.
Zurück zum Zitat 2009–2013 American Community Survey 5 Year Estimates: American Fact Finder2013 Contract No.: November 1, 2015. 2009–2013 American Community Survey 5 Year Estimates: American Fact Finder2013 Contract No.: November 1, 2015.
9.
Zurück zum Zitat Hashim, M. J., Franks, P., & Fiscella, K. (2001). Effectiveness of telephone reminders in improving rate of appointments kept at an outpatient clinic: A randomized controlled trial. The Journal of the American Board of Family Practice/American Board of Family Practice, 14(3), 193–196. Hashim, M. J., Franks, P., & Fiscella, K. (2001). Effectiveness of telephone reminders in improving rate of appointments kept at an outpatient clinic: A randomized controlled trial. The Journal of the American Board of Family Practice/American Board of Family Practice, 14(3), 193–196.
10.
Zurück zum Zitat Parikh, A., Gupta, K., Wilson, A. C., Fields, K., Cosgrove, N. M., & Kostis, J. B. (2010). The effectiveness of outpatient appointment reminder systems in reducing no-show rates. The American Journal of Medicine, 123(6), 542–548.CrossRefPubMed Parikh, A., Gupta, K., Wilson, A. C., Fields, K., Cosgrove, N. M., & Kostis, J. B. (2010). The effectiveness of outpatient appointment reminder systems in reducing no-show rates. The American Journal of Medicine, 123(6), 542–548.CrossRefPubMed
11.
Zurück zum Zitat Syed, S. T., Gerber, B. S., & Sharp, L. K. (2013). Traveling towards disease: Transportation barriers to health care access. Journal of Community Health, 38(5), 976–993.CrossRefPubMedPubMedCentral Syed, S. T., Gerber, B. S., & Sharp, L. K. (2013). Traveling towards disease: Transportation barriers to health care access. Journal of Community Health, 38(5), 976–993.CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Lacy, N. L., Paulman, A., Reuter, M. D., & Lovejoy, B. (2004). Why we don’t come: Patient perceptions on no-shows. Annals of Family Medicine, 2(6), 541–545.CrossRefPubMedPubMedCentral Lacy, N. L., Paulman, A., Reuter, M. D., & Lovejoy, B. (2004). Why we don’t come: Patient perceptions on no-shows. Annals of Family Medicine, 2(6), 541–545.CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Freeman, V. L., Ricardo, A. C., Campbell, R. T., Barrett, R. E., & Warnecke, R. B. (2011). Association of census tract-level socioeconomic status with disparities in prostate cancer-specific survival. Cancer Epidemiology, Biomarkers & Prevention, 20(10), 2150–2159.CrossRef Freeman, V. L., Ricardo, A. C., Campbell, R. T., Barrett, R. E., & Warnecke, R. B. (2011). Association of census tract-level socioeconomic status with disparities in prostate cancer-specific survival. Cancer Epidemiology, Biomarkers & Prevention, 20(10), 2150–2159.CrossRef
14.
Zurück zum Zitat Keegan, K. A., & Penson, D. F. (2013). The Patient Protection and Affordable Care Act: The impact on urologic cancer care. Urologic Oncology, 31(7), 980–984.CrossRefPubMed Keegan, K. A., & Penson, D. F. (2013). The Patient Protection and Affordable Care Act: The impact on urologic cancer care. Urologic Oncology, 31(7), 980–984.CrossRefPubMed
15.
Zurück zum Zitat Ward, E., Jemal, A., Cokkinides, V., et al. (2004). Cancer disparities by race/ethnicity and socioeconomic status. CA: A Cancer Journal for Clinicians, 54(2), 78–93. Ward, E., Jemal, A., Cokkinides, V., et al. (2004). Cancer disparities by race/ethnicity and socioeconomic status. CA: A Cancer Journal for Clinicians, 54(2), 78–93.
16.
Zurück zum Zitat Mahal, B. A., Aizer, A. A., Ziehr, D. R., et al. (2014). The association between insurance status and prostate cancer outcomes: Implications for the Affordable Care Act. Prostate Cancer and Prostatic Diseases, 17(3), 273–279.CrossRefPubMed Mahal, B. A., Aizer, A. A., Ziehr, D. R., et al. (2014). The association between insurance status and prostate cancer outcomes: Implications for the Affordable Care Act. Prostate Cancer and Prostatic Diseases, 17(3), 273–279.CrossRefPubMed
17.
Zurück zum Zitat Fossati, N., Nguyen, D. P., Trinh, Q. D., et al. (2015). The impact of insurance status on tumor characteristics and treatment selection in contemporary patients with prostate cancer. Journal of the National Comprehensive Cancer Network: JNCCN, 13(11), 1351–1358.CrossRefPubMed Fossati, N., Nguyen, D. P., Trinh, Q. D., et al. (2015). The impact of insurance status on tumor characteristics and treatment selection in contemporary patients with prostate cancer. Journal of the National Comprehensive Cancer Network: JNCCN, 13(11), 1351–1358.CrossRefPubMed
18.
Zurück zum Zitat Casey, R. G., Quinlan, M. R., Flynn, R., Grainger, R., McDermott, T. E., & Thornhill, J. A. (2007). Urology out-patient non-attenders: Are we wasting our time? Irish Journal of Medical Science, 176(4), 305–308.CrossRefPubMed Casey, R. G., Quinlan, M. R., Flynn, R., Grainger, R., McDermott, T. E., & Thornhill, J. A. (2007). Urology out-patient non-attenders: Are we wasting our time? Irish Journal of Medical Science, 176(4), 305–308.CrossRefPubMed
19.
Zurück zum Zitat Arcury, T. A., Preisser, J. S., Gesler, W. M., & Powers, J. M. (2005). Access to transportation and health care utilization in a rural region. The Journal of Rural Health, 21(1), 31–38.CrossRefPubMed Arcury, T. A., Preisser, J. S., Gesler, W. M., & Powers, J. M. (2005). Access to transportation and health care utilization in a rural region. The Journal of Rural Health, 21(1), 31–38.CrossRefPubMed
20.
Zurück zum Zitat Yang, S., Zarr, R. L., Kass-Hout, T. A., Kourosh, A., & Kelly, N. R. (2006). Transportation barriers to accessing health care for urban children. Journal of Health Care for the Poor and Underserved, 17(4), 928–943.CrossRefPubMed Yang, S., Zarr, R. L., Kass-Hout, T. A., Kourosh, A., & Kelly, N. R. (2006). Transportation barriers to accessing health care for urban children. Journal of Health Care for the Poor and Underserved, 17(4), 928–943.CrossRefPubMed
21.
Zurück zum Zitat Silver, D., Blustein, J., & Weitzman, B. C. (2012). Transportation to clinic: findings from a pilot clinic-based survey of low-income suburbanites. Journal of Immigrant and Minority Health/Center for Minority Public Health, 14(2), 350–355.CrossRef Silver, D., Blustein, J., & Weitzman, B. C. (2012). Transportation to clinic: findings from a pilot clinic-based survey of low-income suburbanites. Journal of Immigrant and Minority Health/Center for Minority Public Health, 14(2), 350–355.CrossRef
22.
Zurück zum Zitat Simon, M. A., Nonzee, N. J., McKoy, J. M., et al. (2013). Navigating veterans with an abnormal prostate cancer screening test: A quasi-experimental study. BMC Health Services Research, 13, 314.CrossRefPubMedPubMedCentral Simon, M. A., Nonzee, N. J., McKoy, J. M., et al. (2013). Navigating veterans with an abnormal prostate cancer screening test: A quasi-experimental study. BMC Health Services Research, 13, 314.CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Dobbs, R. W., Greenwald, D. T., Wadhwa, H., Freeman, V. L., & Abern, M. R. (2017). Is prostate cancer stage migration continuing for black men in the PSA era?. Prostate Cancer Prostatic Diseases, 20(2), 210–215CrossRefPubMed Dobbs, R. W., Greenwald, D. T., Wadhwa, H., Freeman, V. L., & Abern, M. R. (2017). Is prostate cancer stage migration continuing for black men in the PSA era?. Prostate Cancer Prostatic Diseases, 20(2), 210–215CrossRefPubMed
25.
Zurück zum Zitat Aarts, M. J., Koldewijn, E. L., Poortmans, P. M., Coebergh, J. W., & Louwman, M. (2013). The impact of socioeconomic status on prostate cancer treatment and survival in the southern Netherlands. Urology, 81(3), 593–599.CrossRefPubMed Aarts, M. J., Koldewijn, E. L., Poortmans, P. M., Coebergh, J. W., & Louwman, M. (2013). The impact of socioeconomic status on prostate cancer treatment and survival in the southern Netherlands. Urology, 81(3), 593–599.CrossRefPubMed
26.
Zurück zum Zitat Shafique, K., & Morrison, D. S. (2013). Socio-economic inequalities in survival of patients with prostate cancer: Role of age and Gleason grade at diagnosis. PLoS ONE, 8(2), e56184.CrossRefPubMedPubMedCentral Shafique, K., & Morrison, D. S. (2013). Socio-economic inequalities in survival of patients with prostate cancer: Role of age and Gleason grade at diagnosis. PLoS ONE, 8(2), e56184.CrossRefPubMedPubMedCentral
27.
Zurück zum Zitat Chu, D. I., Moreira, D. M., Gerber, L., et al. (2012). Effect of race and socioeconomic status on surgical margins and biochemical outcomes in an equal-access health care setting: Results from the Shared Equal Access Regional Cancer Hospital (SEARCH) database. Cancer, 118(20), 4999–5007.CrossRefPubMedPubMedCentral Chu, D. I., Moreira, D. M., Gerber, L., et al. (2012). Effect of race and socioeconomic status on surgical margins and biochemical outcomes in an equal-access health care setting: Results from the Shared Equal Access Regional Cancer Hospital (SEARCH) database. Cancer, 118(20), 4999–5007.CrossRefPubMedPubMedCentral
28.
Zurück zum Zitat Chariatte, V., Michaud, P. A., Berchtold, A., Akre, C., & Suris, J. C. (2007). Missed appointments in an adolescent outpatient clinic: Descriptive analyses of consultations over 8 years. Swiss Medical Weekly, 137(47–48), 677–681.PubMed Chariatte, V., Michaud, P. A., Berchtold, A., Akre, C., & Suris, J. C. (2007). Missed appointments in an adolescent outpatient clinic: Descriptive analyses of consultations over 8 years. Swiss Medical Weekly, 137(47–48), 677–681.PubMed
29.
Zurück zum Zitat Frankel, S., Farrow, A., & West, R. (1989). Non-attendance or non-invitation? A case-control study of failed outpatient appointments. BMJ, 298(6684), 1343–1345.CrossRefPubMedPubMedCentral Frankel, S., Farrow, A., & West, R. (1989). Non-attendance or non-invitation? A case-control study of failed outpatient appointments. BMJ, 298(6684), 1343–1345.CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Lamplugh, M., Gilmore, P., Quinlan, T., & Cornford, P. (2006). PSA testing: Are patients aware of what lies ahead? Annals of the Royal College of Surgeons of England, 88(3), 284–288.CrossRefPubMedPubMedCentral Lamplugh, M., Gilmore, P., Quinlan, T., & Cornford, P. (2006). PSA testing: Are patients aware of what lies ahead? Annals of the Royal College of Surgeons of England, 88(3), 284–288.CrossRefPubMedPubMedCentral
31.
Zurück zum Zitat Okoro, C. A., Strine, T. W., Young, S. L., Balluz, L. S., & Mokdad, A. H. (2005). Access to health care among older adults and receipt of preventive services. Results from the Behavioral Risk Factor Surveillance System, 2002. Preventive Medicine, 40(3), 337–343.CrossRefPubMed Okoro, C. A., Strine, T. W., Young, S. L., Balluz, L. S., & Mokdad, A. H. (2005). Access to health care among older adults and receipt of preventive services. Results from the Behavioral Risk Factor Surveillance System, 2002. Preventive Medicine, 40(3), 337–343.CrossRefPubMed
32.
Zurück zum Zitat Guidry, J. J., Aday, L. A., Zhang, D., & Winn, R. J. (1997). Transportation as a barrier to cancer treatment. Cancer Practice, 5(6), 361–366.PubMed Guidry, J. J., Aday, L. A., Zhang, D., & Winn, R. J. (1997). Transportation as a barrier to cancer treatment. Cancer Practice, 5(6), 361–366.PubMed
33.
Zurück zum Zitat Wardenburg, M. J., Dobbs, R. W., Barnes, G., Al-Qassab, U., Ritenour, C. W., & Issa, M. M. (2013). Elective versus routine postoperative clinic appointments after circumcisions performed under local anesthesia. Urology, 81(6), 1135–1140.CrossRefPubMed Wardenburg, M. J., Dobbs, R. W., Barnes, G., Al-Qassab, U., Ritenour, C. W., & Issa, M. M. (2013). Elective versus routine postoperative clinic appointments after circumcisions performed under local anesthesia. Urology, 81(6), 1135–1140.CrossRefPubMed
34.
Zurück zum Zitat Syed, S. T., Sharp, L. K., Kim, Y., et al. (2016). Relationship between medication adherence and distance to dispensing pharmacies and prescribers among an urban medicaid population with diabetes mellitus. Pharmacotherapy, 36(6), 590–597.CrossRefPubMedPubMedCentral Syed, S. T., Sharp, L. K., Kim, Y., et al. (2016). Relationship between medication adherence and distance to dispensing pharmacies and prescribers among an urban medicaid population with diabetes mellitus. Pharmacotherapy, 36(6), 590–597.CrossRefPubMedPubMedCentral
35.
Zurück zum Zitat Salloum, R. G., Smith, T. J., Jensen, G. A., & Lafata, J. E. (2012). Factors associated with adherence to chemotherapy guidelines in patients with non-small cell lung cancer. Lung Cancer, 75(2), 255–260.CrossRefPubMed Salloum, R. G., Smith, T. J., Jensen, G. A., & Lafata, J. E. (2012). Factors associated with adherence to chemotherapy guidelines in patients with non-small cell lung cancer. Lung Cancer, 75(2), 255–260.CrossRefPubMed
Metadaten
Titel
Determinants of Clinic Absenteeism: A Novel Method of Examining Distance from Clinic and Transportation
verfasst von
Ryan W. Dobbs
Neha R. Malhotra
Brandon M. Caldwell
Raymond Rojas
Daniel M. Moreira
Michael R. Abern
Publikationsdatum
27.05.2017
Verlag
Springer US
Erschienen in
Journal of Community Health / Ausgabe 1/2018
Print ISSN: 0094-5145
Elektronische ISSN: 1573-3610
DOI
https://doi.org/10.1007/s10900-017-0382-z

Weitere Artikel der Ausgabe 1/2018

Journal of Community Health 1/2018 Zur Ausgabe