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A Time-Series Analysis of Malaria Control and its
Effects on Pediatric Blood Transfusions in Rural Zambia
Malaria related mortality remains
a serious burden in sub-Saharan
Africa, particularly among
children. Blood transfusions can
reduce mortality among children
with severe malarial anemia.
There has been little research
conducted to date to measure
the impact of malaria control on
the use of blood transfusions in
health facilities.
www.abtassociates.com
Conclusion
This study provides important evidence that malaria
control contributes to lowering pediatric admissions
for severe malarial anemia and thereby lower the use
of pediatric blood transfusions.
October2013
Acknowledgments
The study was a collaborative effort between researchers from the
Health Systems 20/20 and Health Finance and Governance
projects, Macha Research Trust, Macha Mission Hospital, and the
President’s Malaria Initiative.
This work was funded by the United States Agency for
International Development (USAID)’s President’s Malaria Initiative
through the Health Systems 20/20 project and the Health Finance
and Governance project, managed by Abt Associates, Inc.
Alison Comfort1
, Philip Thuma2
, Janneke van Dijk2
, Sungano Mharakurwa2
, Kathryn Stillman1
, Payal Hathi1
, Sonali Korde3
, Allen S. Craig4
, Nancy Nachbar1
, Yann Derriennic1
, Rose Gabert1
.
1
Abt Associates, USA; 2
Macha Research Trust, Zambia; 3
President’s Malaria Initiative, USA; 4
President’s Malaria Initiative, Zambia
We carried out a time series analysis of facility
and patient record data from Macha Mission
Hospital, a rural referral hospital, over an
eight-year period (2000-2008). We used
multivariate analyses with an auto-regression-
moving-average model to assess the
relationship between the scale-up of malaria
control and the use of pediatric blood
transfusions. We also investigated the
association between malaria control scale-up
and the use of blood transfusions in other
patient wards.
This study showed show that, in years when malaria control was scaled up, there
were an average of 21.9 fewer pediatric blood transfusions per month as compared
to the years when malaria control was not scaled up (95% CI 8.1-35.8; p<0.01),
representing a 56% reduction in the monthly use of pediatric blood transfusions.
Pediatric admissions for severe malarial anemia declined over the same period. In
the maternity ward, there were 1.1 additional blood transfusions per month during
the years of malaria scale-up (95% CI 0.1-2.1; p<0.05) as compared to years when
malaria control was not scaled up.
*significant at 10%; **significant at 5%; ***significant at 1%
Coefficient standard errors are noted in parentheses.
Note: The malaria control years independent variable is a dummy variable that takes on a
value of 1 for years when malaria control was scaled up relative to years when malaria was
not scaled up in Macha Mission Hospital's catchment area. Malaria control years include
2004, 2005, 2007, and 2008. Regressions use an autoregressive-moving- average model
with 2 lags and robust standard errors. We control for the month of the year in all
regressions to account for seasonal correlations.
Total number of blood transfusions by ward
at Macha Mission Hospital
Relationship between malaria control-scale-up
and pediatric blood transfusions
Pediatric outpatient
malaria visits and
number of blood
transfusions in the
pediatric ward at Macha
Mission Hospital
Pediatric blood transfusions
Malaria control years (dummy) -21.93***
(7.06)
Constant 38.57***
(9.80)
Observations 108
Mean of dependent variable 22.79
Wald Chi-Squared 434.63
Results
Background Methods
Total pediatric blood transfusions
over time (1999-2009)
Year
Total pediatric
blood
transfusions
Pediatric blood transfusions
(as percentage of
all blood transfusions)
1999* 73 42%
2000 588 73%
2001 512 66%
2002 336 57%
2003 393 56%
2004 155 31%
2005 60 20%
2006 225 41%
2007 118 24%
2008 74 22%
2009** 33 15%
Map of Macha Mission Hospital and
referral Rural Health Centers

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A Time-Series Analysis of Malaria Control and its Effects on Pediatric Blood Transfusions in Rural Zambia

  • 1. A Time-Series Analysis of Malaria Control and its Effects on Pediatric Blood Transfusions in Rural Zambia Malaria related mortality remains a serious burden in sub-Saharan Africa, particularly among children. Blood transfusions can reduce mortality among children with severe malarial anemia. There has been little research conducted to date to measure the impact of malaria control on the use of blood transfusions in health facilities. www.abtassociates.com Conclusion This study provides important evidence that malaria control contributes to lowering pediatric admissions for severe malarial anemia and thereby lower the use of pediatric blood transfusions. October2013 Acknowledgments The study was a collaborative effort between researchers from the Health Systems 20/20 and Health Finance and Governance projects, Macha Research Trust, Macha Mission Hospital, and the President’s Malaria Initiative. This work was funded by the United States Agency for International Development (USAID)’s President’s Malaria Initiative through the Health Systems 20/20 project and the Health Finance and Governance project, managed by Abt Associates, Inc. Alison Comfort1 , Philip Thuma2 , Janneke van Dijk2 , Sungano Mharakurwa2 , Kathryn Stillman1 , Payal Hathi1 , Sonali Korde3 , Allen S. Craig4 , Nancy Nachbar1 , Yann Derriennic1 , Rose Gabert1 . 1 Abt Associates, USA; 2 Macha Research Trust, Zambia; 3 President’s Malaria Initiative, USA; 4 President’s Malaria Initiative, Zambia We carried out a time series analysis of facility and patient record data from Macha Mission Hospital, a rural referral hospital, over an eight-year period (2000-2008). We used multivariate analyses with an auto-regression- moving-average model to assess the relationship between the scale-up of malaria control and the use of pediatric blood transfusions. We also investigated the association between malaria control scale-up and the use of blood transfusions in other patient wards. This study showed show that, in years when malaria control was scaled up, there were an average of 21.9 fewer pediatric blood transfusions per month as compared to the years when malaria control was not scaled up (95% CI 8.1-35.8; p<0.01), representing a 56% reduction in the monthly use of pediatric blood transfusions. Pediatric admissions for severe malarial anemia declined over the same period. In the maternity ward, there were 1.1 additional blood transfusions per month during the years of malaria scale-up (95% CI 0.1-2.1; p<0.05) as compared to years when malaria control was not scaled up. *significant at 10%; **significant at 5%; ***significant at 1% Coefficient standard errors are noted in parentheses. Note: The malaria control years independent variable is a dummy variable that takes on a value of 1 for years when malaria control was scaled up relative to years when malaria was not scaled up in Macha Mission Hospital's catchment area. Malaria control years include 2004, 2005, 2007, and 2008. Regressions use an autoregressive-moving- average model with 2 lags and robust standard errors. We control for the month of the year in all regressions to account for seasonal correlations. Total number of blood transfusions by ward at Macha Mission Hospital Relationship between malaria control-scale-up and pediatric blood transfusions Pediatric outpatient malaria visits and number of blood transfusions in the pediatric ward at Macha Mission Hospital Pediatric blood transfusions Malaria control years (dummy) -21.93*** (7.06) Constant 38.57*** (9.80) Observations 108 Mean of dependent variable 22.79 Wald Chi-Squared 434.63 Results Background Methods Total pediatric blood transfusions over time (1999-2009) Year Total pediatric blood transfusions Pediatric blood transfusions (as percentage of all blood transfusions) 1999* 73 42% 2000 588 73% 2001 512 66% 2002 336 57% 2003 393 56% 2004 155 31% 2005 60 20% 2006 225 41% 2007 118 24% 2008 74 22% 2009** 33 15% Map of Macha Mission Hospital and referral Rural Health Centers