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Transportation cost and 
retention in HIV care in Haiti 
Leonard Sowah, MBChB, MPH 
Assistant Professor of Medicine 
University of Maryland School of Medicine
Acknowledgements 
• Dr. Christa Desiral – who helped with data 
collection 
• Miss Blaise – Who was very helpful with our 
data collection 
• Dr. Ivy Mwangi – Who gave advice on data 
analysis 
• Regine – Who helped in data collection
Background 
• HIV infection has been shown to 
disproportionately affect economically 
disadvantaged individuals 
• Studies in most resource limited settings and 
even in developed world suggest that 
transportation cost can affect HIV treatment 
outcomes
Background 
• Even in the US studies done in Southern USA suggest that 
cost of transportation may affect retention in HIV clinic1 
• Studies done in Sub-Saharan Africa using qualitative data 
suggests that patients have to make difficult decisions to 
make it to clinic appointment2 
• In one study on loss to follow-up in Uganda a participant 
stated; “sometimes I have to do without maybe salt, 
paraffin, kerosene, so that I can get transportation to come 
here2 
• There is a strong correlation between compliance to clinic 
appointment and failure of treatment 
1. Sherer R, Stieglitz K, Narra J, et al. HIV multidisciplinary teams work: support services improve access to and retention in HIV primary care. AIDS care. 
2002;14(S1):31-44. 
2. Tuller DM, Bangsberg DR, Senkungu J, Ware NC, Emenyonu N, Weiser SD. Transportation costs impede sustained adherence and access to HAART in a clinic 
population in southwestern Uganda: a qualitative study. AIDS and Behavior. 2010;14(4):778-784.
Background 
• Cost of HIV care however increases 
significantly if patients fail first line regimens 
• HIV treatment interruptions therefore 
significantly affect the stability and economic 
indices of the health system1 
• Losina et al calculated that treatment 
interruption on average reduces life-expectancy 
by 4.67 years2 
1. Sanders D, Sambo A. AIDS in Africa: the implications of economic recession and structural adjustment. Health Policy and 
Planning. 1991;6(2):157-165. 
Losina E, Touré H, Uhler LM, et al. Cost-effectiveness of preventing loss to follow-up in HIV treatment programs: a Cote 
d'Ivoire appraisal. PLoS medicine. 2009;6(10):e1000173.
Study Rational 
Aim 
• To determine if the cost of transportation 
predicts loss to follow up in HIV Care 
• Study Hypothesis 
– Patients living in locations with transportation cost 
greater than $2 are more likely to be lost to care 
– Patients living in locations that require two or 
more public transport trips to travel to clinic 
would be more likely to be lost to care
Study Rational 
• We also considered other variables such 
as: 
– Age of patient 
– Sex 
– Milot residents vrs non-residents 
– Residence in proposed clinic catchment area 
– Enrolment CD4 count
Study Setting 
• Hopital Sacre Coeur de Milot, HIV Clinic 
• Located in Northern Haiti 12 miles southwest 
of Cap Haitien 
• There are several other HIV treatment sites in 
the area 
• Clinic offers transportation assistance to 
patients however policy on assistance has 
gone through multiple revisions
HÔpital Sacre Coeur de Milot
Study Population 
• All patients enrolled in clinic prior to 
December 31st, 2006 
• Exclusion Criteria 
– Patients < 18 yrs of age as at December 31st 2006 
– Patients without any form of address information 
in Medical Record 
– Patients resident in locales outside the Northern 
Department
Patient Enrollment
Patient Enrollment Chart 
599 individuals enrolled in clinic from 
November 2004 – December 2006 
53 individuals with age <18yrs 
by year end 2006 excluded 
546 adult patients 
439 adults > 18 years old with 
addresses remaining 
107 individuals without 
addresses excluded 
29 individuals resident outside 
of the Northern Department 
excluded 
Final sample of 410 adult patients
Study Methods 
• Retrospective cohort design 
• Data collection was by chart review of patients 
enrolled from November 2004 – December 31st, 
2006 
• Social workers were interviewed to obtain 
information on clinic policies on patient 
enrolment follow-up and patient support 
• Data was analyzed using Cox’s proportional 
hazards regression to determine independent 
predictors of being lost to follow-up.
Municipality Cost of two-way Taxi 
Data on (Haitien Transportation Gourde) 
Costs 
Cost of two-way 
taxi (US Dollar) 
Distance in Miles 
to Milot 
Milot 40.00 0.94 
Cap Haitien 40.00 0.94 11.24 
Grande Riviere du Nord 80.00 1.88 3.63 
Plaine du Nord 80.00 1.88 5.46 
Quartier Morin 80.00 1.88 7.58 
Limonade 80.00 1.88 8.03 
Dondon 240.00 5.65 6.73 
Limbe 90.00 2.12 15.21 
Acul du Nord 100.00 2.35 9.16 
Bahon 140.00 3.29 14.06 
Borgne 280.00 6.59 30.06 
Bas Limbe 200.00 4.71 19.16 
Ranquitte 240.00 5.65 18.75 
Sainte Raphael 240.00 5.65 14.61 
Pignon 380.00 8.94 24.98 
Pilate 340.00 8.00 25.24
Table showing distribution of patients by various covariates and adjusted 
and unadjusted hazard ratios with age groups up to 60yr and above
Table showing unadjusted and adjusted hazards of 
loss to follow by cost of transportation and distance 
with age as two categories.
Kaplan-Meier curves of retention by 
transportation cost using $1.00 cut point
Kaplan-Meier curves of retention by transportation cost 
and number of trips 
All p-values are calculated by the log-rank test with the null hypothesis that the 
retention for the two groups are equal
Table Showing Differences in Mean Four Year 
Retention time by various categories
Summary of Results 
• The four year retention rates for patients from 
communities with < $2 transportation cost is 
81.9% cf 68.9% for those > $2 
• Individuals from communities requiring more 
than $2 for two way transportation costs are 
1.91 times as likely to be lost to care in 48 
mths (p-value – 0.02)
Summary of Results 
• Younger patients aged < 30 yrs were 3 times 
as likely to be lost to care in 48 mths 
compared to older patients (p-value – 0.001) 
• Individuals living in Milot did not have 
significantly better retention in clinic 
compared to all other patients 
• Male patients were 1.7 times as likely to be 
lost to care compared to their female 
counterparts (p-value – 0.02)
Summary of Results 
• Patients with CD4 counts less than 200 at time 
of enrolment are 1.68 times more likely to be 
lost to care after 48 mths (p-value 0.02) 
• Male patients were 1.5 times more likely to 
come from places with transportation cost > 
$2 (p-value – 0.16) 
• Mean transportation cost for females $1.36 
(SD: 0.94), males $ 1.67 (SD:1.74)
Discussion 
• Are patients with transportation cost > $2 who do 
not show up in clinic lost to care or just 
transferred to another facility? 
• Why are younger patients < 30 yrs 3 times more 
likely to be lost to care? 
• Why are men more likely to come from places 
with higher transportation costs? 
• Why are some patients coming from places like 
Hinche 40 miles, Borgne 30 miles and Pilate 25 
miles?
Study Team 
• Leonard Sowah1, MD, 
MPH 
• Franck Turenne2, MD 
• Ulrike Buchwald1, MD 
• Nephtalie Mesidor2, MD 
• Guesly Delva1, MD 
• Camille Dessaigne3, MS 
• Anthony Edozien1, MD 
• Harold Previl4, MD 
• Devang Patel1, MD 
• Robert Redfield1, MD 
• Anthony Amoroso1, MD 
• Institutions 
– Institute of Human 
Virology, Baltimore 
MD1, 
– Université Notre 
Dame d’Haiti, Port 
au Prince, Haiti2, 
– University of 
Miami, Miami FL3, 
– Hopital Sacre 
Coeur, Milot, Haiti4
THANK YOU VERY MUCH FOR YOUR 
ATTENTION

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Transportation cost and retention in hiv care in rural Haiti

  • 1. Transportation cost and retention in HIV care in Haiti Leonard Sowah, MBChB, MPH Assistant Professor of Medicine University of Maryland School of Medicine
  • 2. Acknowledgements • Dr. Christa Desiral – who helped with data collection • Miss Blaise – Who was very helpful with our data collection • Dr. Ivy Mwangi – Who gave advice on data analysis • Regine – Who helped in data collection
  • 3. Background • HIV infection has been shown to disproportionately affect economically disadvantaged individuals • Studies in most resource limited settings and even in developed world suggest that transportation cost can affect HIV treatment outcomes
  • 4. Background • Even in the US studies done in Southern USA suggest that cost of transportation may affect retention in HIV clinic1 • Studies done in Sub-Saharan Africa using qualitative data suggests that patients have to make difficult decisions to make it to clinic appointment2 • In one study on loss to follow-up in Uganda a participant stated; “sometimes I have to do without maybe salt, paraffin, kerosene, so that I can get transportation to come here2 • There is a strong correlation between compliance to clinic appointment and failure of treatment 1. Sherer R, Stieglitz K, Narra J, et al. HIV multidisciplinary teams work: support services improve access to and retention in HIV primary care. AIDS care. 2002;14(S1):31-44. 2. Tuller DM, Bangsberg DR, Senkungu J, Ware NC, Emenyonu N, Weiser SD. Transportation costs impede sustained adherence and access to HAART in a clinic population in southwestern Uganda: a qualitative study. AIDS and Behavior. 2010;14(4):778-784.
  • 5. Background • Cost of HIV care however increases significantly if patients fail first line regimens • HIV treatment interruptions therefore significantly affect the stability and economic indices of the health system1 • Losina et al calculated that treatment interruption on average reduces life-expectancy by 4.67 years2 1. Sanders D, Sambo A. AIDS in Africa: the implications of economic recession and structural adjustment. Health Policy and Planning. 1991;6(2):157-165. Losina E, Touré H, Uhler LM, et al. Cost-effectiveness of preventing loss to follow-up in HIV treatment programs: a Cote d'Ivoire appraisal. PLoS medicine. 2009;6(10):e1000173.
  • 6. Study Rational Aim • To determine if the cost of transportation predicts loss to follow up in HIV Care • Study Hypothesis – Patients living in locations with transportation cost greater than $2 are more likely to be lost to care – Patients living in locations that require two or more public transport trips to travel to clinic would be more likely to be lost to care
  • 7. Study Rational • We also considered other variables such as: – Age of patient – Sex – Milot residents vrs non-residents – Residence in proposed clinic catchment area – Enrolment CD4 count
  • 8. Study Setting • Hopital Sacre Coeur de Milot, HIV Clinic • Located in Northern Haiti 12 miles southwest of Cap Haitien • There are several other HIV treatment sites in the area • Clinic offers transportation assistance to patients however policy on assistance has gone through multiple revisions
  • 10. Study Population • All patients enrolled in clinic prior to December 31st, 2006 • Exclusion Criteria – Patients < 18 yrs of age as at December 31st 2006 – Patients without any form of address information in Medical Record – Patients resident in locales outside the Northern Department
  • 12. Patient Enrollment Chart 599 individuals enrolled in clinic from November 2004 – December 2006 53 individuals with age <18yrs by year end 2006 excluded 546 adult patients 439 adults > 18 years old with addresses remaining 107 individuals without addresses excluded 29 individuals resident outside of the Northern Department excluded Final sample of 410 adult patients
  • 13. Study Methods • Retrospective cohort design • Data collection was by chart review of patients enrolled from November 2004 – December 31st, 2006 • Social workers were interviewed to obtain information on clinic policies on patient enrolment follow-up and patient support • Data was analyzed using Cox’s proportional hazards regression to determine independent predictors of being lost to follow-up.
  • 14. Municipality Cost of two-way Taxi Data on (Haitien Transportation Gourde) Costs Cost of two-way taxi (US Dollar) Distance in Miles to Milot Milot 40.00 0.94 Cap Haitien 40.00 0.94 11.24 Grande Riviere du Nord 80.00 1.88 3.63 Plaine du Nord 80.00 1.88 5.46 Quartier Morin 80.00 1.88 7.58 Limonade 80.00 1.88 8.03 Dondon 240.00 5.65 6.73 Limbe 90.00 2.12 15.21 Acul du Nord 100.00 2.35 9.16 Bahon 140.00 3.29 14.06 Borgne 280.00 6.59 30.06 Bas Limbe 200.00 4.71 19.16 Ranquitte 240.00 5.65 18.75 Sainte Raphael 240.00 5.65 14.61 Pignon 380.00 8.94 24.98 Pilate 340.00 8.00 25.24
  • 15. Table showing distribution of patients by various covariates and adjusted and unadjusted hazard ratios with age groups up to 60yr and above
  • 16. Table showing unadjusted and adjusted hazards of loss to follow by cost of transportation and distance with age as two categories.
  • 17. Kaplan-Meier curves of retention by transportation cost using $1.00 cut point
  • 18. Kaplan-Meier curves of retention by transportation cost and number of trips All p-values are calculated by the log-rank test with the null hypothesis that the retention for the two groups are equal
  • 19. Table Showing Differences in Mean Four Year Retention time by various categories
  • 20. Summary of Results • The four year retention rates for patients from communities with < $2 transportation cost is 81.9% cf 68.9% for those > $2 • Individuals from communities requiring more than $2 for two way transportation costs are 1.91 times as likely to be lost to care in 48 mths (p-value – 0.02)
  • 21. Summary of Results • Younger patients aged < 30 yrs were 3 times as likely to be lost to care in 48 mths compared to older patients (p-value – 0.001) • Individuals living in Milot did not have significantly better retention in clinic compared to all other patients • Male patients were 1.7 times as likely to be lost to care compared to their female counterparts (p-value – 0.02)
  • 22. Summary of Results • Patients with CD4 counts less than 200 at time of enrolment are 1.68 times more likely to be lost to care after 48 mths (p-value 0.02) • Male patients were 1.5 times more likely to come from places with transportation cost > $2 (p-value – 0.16) • Mean transportation cost for females $1.36 (SD: 0.94), males $ 1.67 (SD:1.74)
  • 23. Discussion • Are patients with transportation cost > $2 who do not show up in clinic lost to care or just transferred to another facility? • Why are younger patients < 30 yrs 3 times more likely to be lost to care? • Why are men more likely to come from places with higher transportation costs? • Why are some patients coming from places like Hinche 40 miles, Borgne 30 miles and Pilate 25 miles?
  • 24. Study Team • Leonard Sowah1, MD, MPH • Franck Turenne2, MD • Ulrike Buchwald1, MD • Nephtalie Mesidor2, MD • Guesly Delva1, MD • Camille Dessaigne3, MS • Anthony Edozien1, MD • Harold Previl4, MD • Devang Patel1, MD • Robert Redfield1, MD • Anthony Amoroso1, MD • Institutions – Institute of Human Virology, Baltimore MD1, – Université Notre Dame d’Haiti, Port au Prince, Haiti2, – University of Miami, Miami FL3, – Hopital Sacre Coeur, Milot, Haiti4
  • 25. THANK YOU VERY MUCH FOR YOUR ATTENTION

Editor's Notes

  1. Distances to Milot were obtained from www.distancecalculator.globalfeed.com on 6/22/2014 using the lower value of estimated travel/road distance Data on transportation cost was obtained from clinic social worker estimates of transportation cost from the different localities within the Northern department and converted into US dollars using 2010 Haitian Gourde US dollar exchange rate  
  2. The adjusted hazard ratio was after adjusting for age as 5 different age groups, sex and enrollment CD4 greater or less than 200 cells/µl.