Skip to main content
Top
Published in: Pediatric Cardiology 8/2019

01-12-2019 | Original Article

Minimum Travel Distance Among Publicly Insured Infants with Severe Congenital Heart Disease: Potential Impact of In-state Restrictions

Authors: Joyce L. Woo, Brett R. Anderson, Daniel Gruenstein, Rena Conti, Kao-Ping Chua

Published in: Pediatric Cardiology | Issue 8/2019

Login to get access

Abstract

Travel distance to surgical centers may be increased when coverage restrictions prevent children with congenital heart disease (CHD) from receiving care at out-of-state congenital heart surgery centers. We estimated the minimum travel distance to congenital heart surgery centers among publicly insured infants with time-sensitive CHD surgical needs, under two different scenarios: if they were and were not restricted to in-state centers. Using 2012 Medicaid Analytic eXtract data from 40 states, we identified 4598 infants with CHD that require surgery in the first year of life. We calculated the minimum travel distance between patients’ homes and the nearest cardiac surgery center, assuming patients were and were not restricted to in-state centers. We used linear regression to identify demographic predictors of distance under both scenarios. When patients were not restricted to in-state centers, mean minimum travel distance was 43.7 miles, compared to 54.1 miles when they were restricted. For 5.9% of patients, the difference in travel distance under the two scenarios exceeded 50 miles. In six states, the difference in mean minimum travel distance exceeded 20 miles. Under both scenarios, distance was positively predicted by rural status, residence in middle-income zip codes, and white/non-Hispanic or American Indian/Alaskan Native race/ethnicity. For some publicly insured infants with severe CHD, facilitating the receipt of out-of-state care could mitigate access barriers. Existing efforts to regionalize care at fewer centers should be designed to avoid exacerbating access barriers among publicly insured CHD patients.
Appendix
Available only for authorised users
Literature
1.
go back to reference Hoffman JI, Kaplan S (2002) The incidence of congenital heart disease. J Am Coll Cardiol 39:1890–1900CrossRef Hoffman JI, Kaplan S (2002) The incidence of congenital heart disease. J Am Coll Cardiol 39:1890–1900CrossRef
2.
go back to reference Connor JA, Gauvreau K, Jenkins KJ (2005) Factors associated with increased resource utilization for congenital heart disease. Pediatrics 116:689–695CrossRef Connor JA, Gauvreau K, Jenkins KJ (2005) Factors associated with increased resource utilization for congenital heart disease. Pediatrics 116:689–695CrossRef
3.
go back to reference Finlayson SR, Birkmeyer JD, Tosteson AN, Nease RF Jr (1999) Patient preferences for location of care: implications for regionalization. Med Care 37:204–209CrossRef Finlayson SR, Birkmeyer JD, Tosteson AN, Nease RF Jr (1999) Patient preferences for location of care: implications for regionalization. Med Care 37:204–209CrossRef
4.
go back to reference Smith PC, Powell KR (2002) Can regionalization decrease the number of deaths for children who undergo cardiac surgery? A theoretical analysis. Pediatrics 110:849–850CrossRef Smith PC, Powell KR (2002) Can regionalization decrease the number of deaths for children who undergo cardiac surgery? A theoretical analysis. Pediatrics 110:849–850CrossRef
5.
go back to reference Quintessenza JA, Jacobs JP, Morrell VO (2003) Issues in regionalization of pediatric cardiovascular care. Prog Pediatr Cardiol 18:49–53CrossRef Quintessenza JA, Jacobs JP, Morrell VO (2003) Issues in regionalization of pediatric cardiovascular care. Prog Pediatr Cardiol 18:49–53CrossRef
6.
go back to reference Lorch SA, Silber JH, Even-Shoshan O, Millman A (2009) Use of prolonged travel to improve pediatric risk-adjustment models. Health Serv Res 44:519–541CrossRef Lorch SA, Silber JH, Even-Shoshan O, Millman A (2009) Use of prolonged travel to improve pediatric risk-adjustment models. Health Serv Res 44:519–541CrossRef
7.
go back to reference Burki S, Fraser CD (2016) Larger centers may produce better outcomes: is regionalization in congenital heart surgery a superior model? Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 19:10–13CrossRef Burki S, Fraser CD (2016) Larger centers may produce better outcomes: is regionalization in congenital heart surgery a superior model? Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 19:10–13CrossRef
8.
go back to reference Danton MH (2016) Larger centers produce better outcomes in pediatric cardiac surgery: regionalization is a superior model—the con prospective. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 19:14–24CrossRef Danton MH (2016) Larger centers produce better outcomes in pediatric cardiac surgery: regionalization is a superior model—the con prospective. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 19:14–24CrossRef
9.
go back to reference Anderson BR, Fieldston ES, Newburger JW, Bacha EA, Glied SA (2018) Disparities in outcomes and resource use after hospitalization for cardiac surgery by neighborhood income. Pediatrics 141:e20172432CrossRef Anderson BR, Fieldston ES, Newburger JW, Bacha EA, Glied SA (2018) Disparities in outcomes and resource use after hospitalization for cardiac surgery by neighborhood income. Pediatrics 141:e20172432CrossRef
10.
go back to reference Erickson LC, Wise PH, Cook EF, Beiser A, Newburger JW (2000) The impact of managed care insurance on use of lower-mortality hospitals by children undergoing cardiac surgery in California. Pediatrics 105:1271–1278CrossRef Erickson LC, Wise PH, Cook EF, Beiser A, Newburger JW (2000) The impact of managed care insurance on use of lower-mortality hospitals by children undergoing cardiac surgery in California. Pediatrics 105:1271–1278CrossRef
11.
go back to reference Chang R-K, Chen AY, Klitzner TS (2000) Factors associated with age at operation for children with congenital heart disease. Pediatrics 105:1073–1108CrossRef Chang R-K, Chen AY, Klitzner TS (2000) Factors associated with age at operation for children with congenital heart disease. Pediatrics 105:1073–1108CrossRef
12.
go back to reference Kucik JE, Nembhard WN, Donohue P, Devine O, Wang Y, Minkovitz CS, Burke T (2014) Community socioeconomic disadvantage and the survival of infants with congenital heart defects. Am J Public Health 104(11):150–157CrossRef Kucik JE, Nembhard WN, Donohue P, Devine O, Wang Y, Minkovitz CS, Burke T (2014) Community socioeconomic disadvantage and the survival of infants with congenital heart defects. Am J Public Health 104(11):150–157CrossRef
13.
go back to reference Werner H, Latal B, Valsangiacomo Buechel E, Beck I, Landolt MA (2014) The impact of an infant’s severe congenital heart disease on the family: a prospective cohort study. Congenit Heart Dis 9(3):203–210CrossRef Werner H, Latal B, Valsangiacomo Buechel E, Beck I, Landolt MA (2014) The impact of an infant’s severe congenital heart disease on the family: a prospective cohort study. Congenit Heart Dis 9(3):203–210CrossRef
14.
go back to reference Fixler DE, Nembhard WN, Xu P, Ethen MK, Canfield MA (2012) Effect of acculturation and distance from cardiac center on congenital heart disease mortality. Pediatrics 129(6):1118–1124CrossRef Fixler DE, Nembhard WN, Xu P, Ethen MK, Canfield MA (2012) Effect of acculturation and distance from cardiac center on congenital heart disease mortality. Pediatrics 129(6):1118–1124CrossRef
15.
go back to reference United States Code of Federal Regulations. Title 42 (Public Health), section 431.52 United States Code of Federal Regulations. Title 42 (Public Health), section 431.52
16.
go back to reference United States Social Security Act, Section 1932 (b)(2) United States Social Security Act, Section 1932 (b)(2)
18.
go back to reference Committee on Child Health Financing, American Academy of Pediatrics (2013) Policy statement: Medicaid policy statement. Pediatrics 131(5):1697–1706CrossRef Committee on Child Health Financing, American Academy of Pediatrics (2013) Policy statement: Medicaid policy statement. Pediatrics 131(5):1697–1706CrossRef
21.
go back to reference Welke KF, Pasquali SK, Lin P, Backer CL, Overman DM, Romano JC, Jacobs JP, Karamlou T (2019) Hospital distribution and patient travel patterns for congenital cardiac surgery in the United States. Ann Thorac Surg 107(2):574–581CrossRef Welke KF, Pasquali SK, Lin P, Backer CL, Overman DM, Romano JC, Jacobs JP, Karamlou T (2019) Hospital distribution and patient travel patterns for congenital cardiac surgery in the United States. Ann Thorac Surg 107(2):574–581CrossRef
23.
go back to reference Markus AR, Andres E, West KD, Garro N, Pellegrini C (2013) Medicaid covered births, 2008 through 2010, in the context of the implementation of health reform. Womens Health Issues 23:e273–e280CrossRef Markus AR, Andres E, West KD, Garro N, Pellegrini C (2013) Medicaid covered births, 2008 through 2010, in the context of the implementation of health reform. Womens Health Issues 23:e273–e280CrossRef
25.
go back to reference Harrington M, Kenney GM, Smith K, Clemans-Cope L, Trenholm C, Hill I, Orzol S, McMorrow S, Hoag S, Haley J, Zickafoose J, Waidmann T, Dye C, Benatar S, Qian C, Buettgens M, Fisher T, Lynch V, Hula L, Anderson N, Finegold K (2014) CHIPRA mandated evaluation of the Children’s Health Insurance Program: final findings. Mathematica Policy Research, Ann Arbor Harrington M, Kenney GM, Smith K, Clemans-Cope L, Trenholm C, Hill I, Orzol S, McMorrow S, Hoag S, Haley J, Zickafoose J, Waidmann T, Dye C, Benatar S, Qian C, Buettgens M, Fisher T, Lynch V, Hula L, Anderson N, Finegold K (2014) CHIPRA mandated evaluation of the Children’s Health Insurance Program: final findings. Mathematica Policy Research, Ann Arbor
26.
go back to reference Huybrechts KF, Palmsten K, Avorn J, Cohen LS, Holmes LB, Franklin JM, Mogun H, Levin R, Kowal M, Setoguchi S, Hernandez-Diaz S (2014) Antidepressant use in pregnancy and the risk of cardiac defects. N Engl J Med 370(25):2397–2407CrossRef Huybrechts KF, Palmsten K, Avorn J, Cohen LS, Holmes LB, Franklin JM, Mogun H, Levin R, Kowal M, Setoguchi S, Hernandez-Diaz S (2014) Antidepressant use in pregnancy and the risk of cardiac defects. N Engl J Med 370(25):2397–2407CrossRef
28.
go back to reference Bazzoli GJ, Lee W, Hsieh HM, Mobley LR (2012) The effects of safety net hospital closures and conversions on patient travel distance to hospital services. Health Serv Res 47(1.1):129–150CrossRef Bazzoli GJ, Lee W, Hsieh HM, Mobley LR (2012) The effects of safety net hospital closures and conversions on patient travel distance to hospital services. Health Serv Res 47(1.1):129–150CrossRef
29.
go back to reference Bliss RL, Katz JN, Wright EA, Losina E (2012) Estimating proximity to care: are straight line and zipcode centroid distances acceptable proxy measures? Med Care 50(1):99CrossRef Bliss RL, Katz JN, Wright EA, Losina E (2012) Estimating proximity to care: are straight line and zipcode centroid distances acceptable proxy measures? Med Care 50(1):99CrossRef
30.
go back to reference Gregory PM, Malka ES, Kostis JB, Wilson AC, Arora JK, Rhoads GG (2000) Impact of geographic proximity to cardiac revascularization services on service utilization. Med Care 38(1):45–57CrossRef Gregory PM, Malka ES, Kostis JB, Wilson AC, Arora JK, Rhoads GG (2000) Impact of geographic proximity to cardiac revascularization services on service utilization. Med Care 38(1):45–57CrossRef
33.
go back to reference Pinto NM, Lasa J, Dominguez TE, Wernovsky G, Tabbutt S, Cohen MS (2012) Regionalization in neonatal congenital heart surgery: the impact of distance on outcome after discharge. Pediatr Cardiol 33:229–238CrossRef Pinto NM, Lasa J, Dominguez TE, Wernovsky G, Tabbutt S, Cohen MS (2012) Regionalization in neonatal congenital heart surgery: the impact of distance on outcome after discharge. Pediatr Cardiol 33:229–238CrossRef
34.
go back to reference Mayer ML, Beil HA, von Allmen D (2009) Distance to care and relative supply among pediatric surgical subspecialties. J Pediatr Surg 44:483–495CrossRef Mayer ML, Beil HA, von Allmen D (2009) Distance to care and relative supply among pediatric surgical subspecialties. J Pediatr Surg 44:483–495CrossRef
35.
go back to reference Salciccioli K, Ermis P, Oluyomi A, Lopez K. Geographic disparities in access to care for adult congenital heart disease patients in the United States. In: Abstract presented at: 67th annual meeting of the American College of Cardiology, 9–11 March 2018, Orlando, Florida Salciccioli K, Ermis P, Oluyomi A, Lopez K. Geographic disparities in access to care for adult congenital heart disease patients in the United States. In: Abstract presented at: 67th annual meeting of the American College of Cardiology, 9–11 March 2018, Orlando, Florida
36.
go back to reference Lorch SA, Myers S, Carr B (2010) The regionalization of pediatric health care. Pediatrics 126:2010–2019CrossRef Lorch SA, Myers S, Carr B (2010) The regionalization of pediatric health care. Pediatrics 126:2010–2019CrossRef
37.
go back to reference Luft HS, Bunker JP, Enthoven AC (1979) Should operations be regionalized? The empirical relation between surgical volume and mortality. N Engl J Med 301:1364–1369CrossRef Luft HS, Bunker JP, Enthoven AC (1979) Should operations be regionalized? The empirical relation between surgical volume and mortality. N Engl J Med 301:1364–1369CrossRef
38.
go back to reference Moodie DS (2003) Regionalization of pediatric cardiac services. Prog Pediatr Cardiol 18:55–58CrossRef Moodie DS (2003) Regionalization of pediatric cardiac services. Prog Pediatr Cardiol 18:55–58CrossRef
39.
go back to reference Lorch SA (2015) Ensuring access to the appropriate health care professionals: regionalization and centralization of care in a new era of health care financing and delivery. JAMA Pediatr 169:11–12CrossRef Lorch SA (2015) Ensuring access to the appropriate health care professionals: regionalization and centralization of care in a new era of health care financing and delivery. JAMA Pediatr 169:11–12CrossRef
40.
go back to reference Chang R-K, Klitzner TS (2002) Can regionalization decrease the number of deaths for children who undergo cardiac surgery? A theoretical analysis. Pediatrics 109:173–181CrossRef Chang R-K, Klitzner TS (2002) Can regionalization decrease the number of deaths for children who undergo cardiac surgery? A theoretical analysis. Pediatrics 109:173–181CrossRef
43.
go back to reference Jacobs JP, O’Brien SM, Pasquali SK, Jacobs ML, Jacour-Gayet FG, Tchervenkov CI, Austin EH III, Pizarro C, Pourmoghadam KK, Scholl FG, Welke KF, Mavroudis C (2011) Variation in outcomes for benchmark operations: an analysis of the Society of Thoracic Surgeons Congenital Heart Surgery Database. Ann Thorac Surg 92:2184–2192CrossRef Jacobs JP, O’Brien SM, Pasquali SK, Jacobs ML, Jacour-Gayet FG, Tchervenkov CI, Austin EH III, Pizarro C, Pourmoghadam KK, Scholl FG, Welke KF, Mavroudis C (2011) Variation in outcomes for benchmark operations: an analysis of the Society of Thoracic Surgeons Congenital Heart Surgery Database. Ann Thorac Surg 92:2184–2192CrossRef
44.
go back to reference Jenkins KJ, Newburger JW, Lock JE, Davis RB, Coffman GA, Iezzoni LI (1995) In-hospital mortality for surgical repair of congenital heart defects: preliminary observations of variation by hospital caseload. Pediatrics 95:323–330PubMed Jenkins KJ, Newburger JW, Lock JE, Davis RB, Coffman GA, Iezzoni LI (1995) In-hospital mortality for surgical repair of congenital heart defects: preliminary observations of variation by hospital caseload. Pediatrics 95:323–330PubMed
45.
go back to reference Hirsch JC, Gurney JG, Donohue JE, Gebremariam A, Bove EL, Ohye RG (2008) Hospital mortality for Norwood and arterial switch operations as a function of institutional volume. Pediatr Cardiol 29:713–717CrossRef Hirsch JC, Gurney JG, Donohue JE, Gebremariam A, Bove EL, Ohye RG (2008) Hospital mortality for Norwood and arterial switch operations as a function of institutional volume. Pediatr Cardiol 29:713–717CrossRef
46.
go back to reference Chan T, Kim J, Minich LL, Pinto NM, Waitzman NJ (2015) Surgical Volume, hospital quality, and hospitalization cost in congenital heart surgery in the United States. Pediatr Cardiol 36:205–213CrossRef Chan T, Kim J, Minich LL, Pinto NM, Waitzman NJ (2015) Surgical Volume, hospital quality, and hospitalization cost in congenital heart surgery in the United States. Pediatr Cardiol 36:205–213CrossRef
47.
go back to reference Anderson BR, Ciarleglio AJ, Cohen DJ, Lai WW, Neidell M, Hall M, Glied SA, Bacha EA (2016) The Norwood operation: relative effects of surgeon and institutional volumes on outcomes and resource utilization. Cardiol Young 26:683–692CrossRef Anderson BR, Ciarleglio AJ, Cohen DJ, Lai WW, Neidell M, Hall M, Glied SA, Bacha EA (2016) The Norwood operation: relative effects of surgeon and institutional volumes on outcomes and resource utilization. Cardiol Young 26:683–692CrossRef
48.
go back to reference Freeman CL, Bennett TD, Casper TC, Larsen GY, Hubbard A, Wilkes J, Bratton SL (2014) Pediatric and neonatal extracorporeal membrane oxygenation; does center volume impact mortality? Crit Care Med 42:512–519CrossRef Freeman CL, Bennett TD, Casper TC, Larsen GY, Hubbard A, Wilkes J, Bratton SL (2014) Pediatric and neonatal extracorporeal membrane oxygenation; does center volume impact mortality? Crit Care Med 42:512–519CrossRef
49.
go back to reference Gardner W, Kelleher K (2014) A learning health care system for pediatrics. JAMA Pediatr 168:303–304CrossRef Gardner W, Kelleher K (2014) A learning health care system for pediatrics. JAMA Pediatr 168:303–304CrossRef
50.
go back to reference Pasquali SK, Dimick JB, Ohye RG (2015) Time for a more unified approach to pediatric health care policy? The case of congenital heart care. JAMA 314:1689–1690CrossRef Pasquali SK, Dimick JB, Ohye RG (2015) Time for a more unified approach to pediatric health care policy? The case of congenital heart care. JAMA 314:1689–1690CrossRef
52.
go back to reference Chua K, Conti RM, Freed GL (2018) Appropriately framing child health care spending: a prerequisite for value improvement. JAMA 319:1087–1088CrossRef Chua K, Conti RM, Freed GL (2018) Appropriately framing child health care spending: a prerequisite for value improvement. JAMA 319:1087–1088CrossRef
54.
go back to reference Byrd VL, Dodd AH (2015) Assessing the usability of encounter data for enrollees in comprehensive managed care 2010–2011. Mathematica Policy Research, Ann Arbor Byrd VL, Dodd AH (2015) Assessing the usability of encounter data for enrollees in comprehensive managed care 2010–2011. Mathematica Policy Research, Ann Arbor
Metadata
Title
Minimum Travel Distance Among Publicly Insured Infants with Severe Congenital Heart Disease: Potential Impact of In-state Restrictions
Authors
Joyce L. Woo
Brett R. Anderson
Daniel Gruenstein
Rena Conti
Kao-Ping Chua
Publication date
01-12-2019
Publisher
Springer US
Published in
Pediatric Cardiology / Issue 8/2019
Print ISSN: 0172-0643
Electronic ISSN: 1432-1971
DOI
https://doi.org/10.1007/s00246-019-02193-1

Other articles of this Issue 8/2019

Pediatric Cardiology 8/2019 Go to the issue