| Literature DB >> 33977166 |
Arthur Bagonza1, Freddy Eric Kitutu2, Stefan Peterson3,4, Andreas Mårtensson4, Milton Mutto5, Phyllis Awor1, David Mukanga6, Henry Wamani1.
Abstract
RATIONALE AIMS ANDEntities:
Keywords: Uganda; appropriate treatment; childhood illnesses; interrupted time series; peer‐supervision
Year: 2021 PMID: 33977166 PMCID: PMC8103081 DOI: 10.1002/hsr2.284
Source DB: PubMed Journal: Health Sci Rep ISSN: 2398-8835
FIGURE 1The peer supervision process
Definitions of variable names used in the econometric analysis
| Variable names | Definitions |
|---|---|
|
| Aggregated outcome variable (appropriately drug use in treatment of malaria, diarrhea, and pneumonia symptoms) |
|
| Intercept, which represents the starting level of the outcome variables (appropriately drug use in treatment of pneumonia symptoms, malaria, and diarrhea) |
|
| Equally spaced time points in months |
|
| Indicator variable representing pre‐peer supervision period‐0, otherwise 1 |
|
| Indicator variable representing intervention and comparison groups (Luuka‐1, Buyende −0) |
|
| Interaction terms |
|
| Slope or trajectory of the outcome variable (appropriately drug use) until the introduction of peer supervision. |
|
| Change in the level of appropriately drug use that occurs in the period immediately following the introduction of peer supervision. |
|
| Difference between pre‐peer supervision and post‐peer supervision slopes of the Outcome |
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| Difference in the level between intervention and comparison prior to peer supervision |
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| Difference in the slope between intervention and comparison prior to peer supervision |
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| Difference in level between intervention and comparison in the period immediately following introduction of peer supervision |
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| Difference between intervention and comparison in the slope after initiation of peer supervision compared with before peer supervision being introduced. |
|
| Error term at time |
Frequency of monthly inspection and peer supervision visits in the study period
| Number of visits | Intervention (Luuka) | Comparison (Buyende) |
|---|---|---|
|
| ||
| Median | 0.88 | 1.00 |
| Mean | 0.88 | 0.94 |
| std. deviation | 0.31 | 0.38 |
|
| ||
| Median | 1.00 | 0.86 |
| Mean | 0.98 | 0.78 |
| std. deviation | 0.34 | 0.31 |
|
| ||
| Median | 1.00 | |
| Mean | 1.2 | ‐ |
| std. deviation | 0.87 | ‐ |
Monthly appropriate treatment of childhood illnesses by district (%)
| District | Month | Appropriate diarrhea treatment | Appropriate Malaria treatment | Appropriate pneumonia symptoms treatment | |
|---|---|---|---|---|---|
| Intervention | Before | 16‐Jun | 57.3 | 45.8 | 11.2 |
| 16‐Jul | 70.1 | 60.4 | 26 | ||
| 16‐Aug | 63.3 | 53.2 | 27.9 | ||
| 16‐Sep | 73.8 | 56.8 | 26 | ||
| 16‐Oct | 72.7 | 62.3 | 36.6 | ||
| After | 16‐Nov | 75.1 | 66.3 | 36.9 | |
| 16‐Dec | 74.1 | 53.5 | 30.5 | ||
| 17‐Jan | 68.1 | 56.5 | 37.8 | ||
| 17‐Feb | 74 | 64.1 | 41.6 | ||
| 17‐Mar | 64.6 | 63.8 | 42 | ||
| 17‐Apr | 69.9 | 66 | 37.8 | ||
| 17‐May | 70.1 | 66.2 | 41.9 | ||
| Comparison | Before | 16‐Jun | 48.3 | 51.8 | 22.9 |
| 16‐Jul | 65.7 | 50.6 | 21.5 | ||
| 16‐Aug | 44 | 47.1 | 17.9 | ||
| 16‐Sep | 55.5 | 57 | 18.4 | ||
| 16‐Oct | 63.7 | 50.8 | 22.6 | ||
| After | 16‐Nov | 63 | 49.5 | 24.8 | |
| 16‐Dec | 67.9 | 51.8 | 33.9 | ||
| 17‐Jan | 65 | 62.6 | 19.7 | ||
| 17‐Feb | 84.6 | 67.1 | 24 | ||
| 17‐Mar | 63 | 47.1 | 32 | ||
| 17‐Apr | 72.9 | 59.2 | 15.4 | ||
| 17‐May | 76.1 | 55.6 | 9.1 |
FIGURE 2Trend in month‐to‐month appropriate treatment of childhood illnesses June 2016 to May 2017
Effect of peer supervision on appropriate treatment of childhood illnesses
| Variable | Diarrhea | Malaria | pneumonia symptoms | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Coef | 95% CI |
| Coef | 95% CI |
| Coef | 95% CI |
| |
| Time (T) | 2.06 | −1.32, 5.44 | .099 | 0.44 | −1.23, 2.11 | .585 | −0.37 | −1.80, 1.06 | .592 |
| Baseline slope (Z) | 9.22 | −1.50, 19.9 | .025 | −0.76 | −11.42, 9.89 | .882 | −6.02 | −12.37, 0.33 | .062 |
| Interaction (Z*T) | 1.39 | −2.45, 5.23 | .313 | 2.5 | −0.88, 5.88 | .137 | 5.45 | 2.85, 8.04 | .000 |
| Pre‐intervention slope (X) | 3.67 | −9.85, 17.19 | .448 | 1.46 | −10.43, 13.36 | .798 | 10.84 | 1.75, 19.9 | .022 |
| Interaction (X*T) | −0.37 | −3.74, 2.99 | .741 | 0.19 | −2.39, 2.77 | .879 | −2.19 | −4.56, 0.18 | .068 |
| Intervention slope (Z*X) | −7.73 | −22.52, 7.05 | .155 | −7.07 | −24.35, 10.21 | .399 | −16.89 | −28.81, −4.96 | .008 |
| Interaction (Z*X*T) | −4.04 | −7.95, −0.13 | .007 | −1.98 | −6.60, 2.63 | .375 | −1.68 | −4.93, 1.57 | .291 |
| Constant | 51.3 | 41.85, 60.78 | .001 | 50.6 | 47.48, 53.67 | .001 | 21.4 | 18.33, 24.46 | .001 |
|
| |||||||||
| Intervention | −0.96 | −1.95, 0.02 | .06 | 1.14 | −1.30, 3.58 | .336 | 1.21 | 0.36, 2.05 | .008 |
| Comparison | 1.69 | 0.57, 2.80 | .005 | 0.63 | −1.34, 2.59 | .507 | −2.56 | −4.78, −0.34 | .026 |
P < .05.
P < .001.
Difference between pre‐intervention and post‐intervention slope (effect of the intervention over time).
Represents the starting level or percentage of infants appropriately treated in the comparison district.
FIGURE 3Newey‐West regression analysis for monthly rational treatment of pneumonia, June 2016 to May 2017
FIGURE 4Newey‐West regression analysis for monthly rational treatment of malaria, June 2016 to May 2017
FIGURE 5Newey‐West regression analysis for monthly rational treatment of diarrhea, June 2016 to May 2017