Implementation Outcomes
The results of the implementation research can be seen in the IR Logic Model in Appendix 3. The evaluation of the implementation outcomes included 41 caregivers and 6 CHWs that received the intervention.
Acceptability by Caregivers
Most caregivers (92%) that received home visits with the CHEST App expressed that they prefer the App than use of traditional methods (pen, paper, and flipcharts). 5% expressed that they had no preference and 3% expressed that they prefer traditional methods of home visits.
When caregivers were asked if they learned the health messages delivered during the home visits better with the CHEST App or without the CHEST App, 84% expressed that they learned better with the CHEST App, 13% expressed that they learned the same with or without it, and 3% (n=1) expressed that they learned better with traditional methods. When asked what they liked most about receiving home visits with the CHEST App, all caregivers answered that they most enjoyed the educational component of the App. Many (43%) specifically mentioned the animated videos as a reason why they prefer the CHEST App to traditional methods. For example, a mother in the community of Indiana said,
“I like that they show use the videos and how to feed the children. You learn better because you can see how to do it through the animations”.
(Me gusta que nos hacen mirar los videos y la alimentación de los niños. Se aprende mejor porque se ven como se hace para aprender mediante dibujos)
Acceptability by CHWs
All CHWs expressed that they prefer to conduct the home visits with the CHEST App than their traditional methods (pen, paper, and flipcharts). When asked what they liked about using the App, the CHWs reported that they most liked learning from the educational material, the animated videos, and the child health indicators displayed in red or blue. The animated videos were the most cited reason that they liked the CHEST App and how it helped them better conduct their home visits. A CHW in the community of Indiana said,
Yes, it (the App) has everything summarized and is faster. They like the videos. They laugh and understand more quickly. The child points. They like it a lot.
(Si. Tiene todo resumido y mas rápido. Les gustan los videos. Se ríen. Aprenden más rápido y el niño apunta. Les gusta mucho)
The CHWs expressed that the most difficult part about using the CHEST App was sending the data and registering the information in the tablet.
Adoption by CHWs
The CHWs were registering health indicators of 140 children per month with the CHEST App, the same number of children they were assigned to visit. Thus, adoption was confirmed to be 100%., meaning the App was used by the CHWs during every scheduled home visit. After 18 months of use, the CHWs expressed that they continue to use the CHEST App during all their home visits. The caregivers verified adoption of the CHEST App by CHWs by reporting the number of home visits they have received, and number of home visits received with an electronic tablet. The results were similar (8.6 vs. 7.8 visits with tablet), indicating that the CHWs use the CHEST App during their home visits. All the CHWs reported that they use all the App’s functions when conducting a home visit (share health indicators with caregiver, register health indicators, scheduling, educational images, and animated videos).
Adoption of the CHEST App was hindered due to the cancelation of the CHW programs in several communities, both before COVID and during COVID. The instability of the local CHW programs makes adoption and sustainability of the CHEST App difficult to measure because without the infrastructure of the CHW program the CHEST App cannot be utilized.
Adoption by CHW Program Coordinators
CHW Program Coordinators were tasked to upload and utilize the data collected with the CHEST App. Adoption of this practice was not achieved. The CHW Program Coordinators were not interested in uploading the data to the server. The task was completed during the pilot study, but only to satisfy the external research team at Elementos. Therefore, the research team is not able to monitor the data from the tablet unless they visit the community and upload the data from the tablets to the server. The Program Coordinator and local municipality continue to desire a paper-based list of results of the surveillance data and did not have a printer readily available to print the data from the tablets. The CHW Program Coordinator wrote the data displayed in the tablet on paper and submitted the paper report to the municipality. Thus, reflecting low adoption and poor fidelity of the surveillance function of the CHEST App.
Dosage
A total of 51 children received home visits with the CHEST App. The CHWs conducted a total of 286 home visits while the program was operating. The program fell significantly short of reaching its dosage objective of 1000 home visits, at 5.7% of the objective.
The intervention group community continues to use the CHEST App in their program at the time of writing this manuscript, 26 months post implementation.
Fidelity
Fidelity of the CHEST App by the CHWs, as observed during home visits, remained high throughout the pilot. At 18 months, each intended activity associated the CHEST APP showed fidelity scores between 80-100%, as shown in Table 1. The score indicated a high degree of fidelity and high quality of home visits with the CHEST App.
Table 1
Fidelity scores for the CHEST App
Intended Activities with CHEST App | Fidelity Score (N=6) |
Registered Health Indicators | 80% |
Used App to discuss child health indicators with caregiver | 80% |
Used content in App to explain health messages | 100% |
Explained health messages with sufficient information | 100% |
Asked caregiver what they understood from the health messages | 100% |
Showed animated video to caregiver | 80% |
Cost
The intervention was implemented at a scale of 20 CHWs in 4 communities. The cost of incorporating the CHEST App into the established CHW program included the following: providing an electronic tablet to each CHW ($120), training the CHWs on how to use the tablet ($184/CHW) and the cost of a Field Supervisor to visit the CHWs for continued training. The Field Supervisor can cover a greater number of CHWs (max 40) than listed, decreasing the cost per CHW. The cost of the Field Supervisor can also decrease after the first 2-3 months as less visits and attention are needed. The cost of App development and creation of the educational material is not included. The incremental implementation costs are displayed in Table 2.
Table 2
Implementation Cost of the CHEST App intervention
| USD | For 20 CHWs and 3 months of supervision |
Electronic Tablet | $120 / CHW | $2,400 |
Training | $184 / CHW | $3,680 |
Field Supervisor | $900 / Month | $2,700 |
| Total | $8,780 |
Service Outcome
Knowledge Scores by Caregivers
The average knowledge scores by the caregivers, at baseline and endline, are shown in Table 3. The intervention and control group showed no significant difference in knowledge scores at baseline (p=0.9216). The independent samples t-test (intention to treat) found a significant increase in knowledge scores (M=5.53, SD=1.26) by those in the intervention group compared to those in the control group (t(184)=-4.39, p<0.001). The results of the independent t-test analysis can be seen in Table 4. A one way ANOVA showed that the effect of the CHEST App on knowledge scores yielded significant variation among groups, F(2,185)=12.9, p<0.000. The results of the one-way ANOVA analysis can be seen in Table 5. A post hoc Tukey test indicated that the average knowledge score for those that received 1-2 home visits (M=36.05, SD=6.11) was significantly higher than those that received no home visits (M=27.66, SD=7.38), p<0.000. The average knowledge score of those that received 3+ home visits (M=30.77, SD=8.57) was significantly different than those that received 1-2 home visits, p=0.040. The comparison between those that received no home visits and those that received 3+ home visits was not significant, p=0.125. The results of the post hoc Tukey test can be seen in Table 6.
Table 3
Mean Intervention Outcomes
| Indicators | Baseline | Endline |
Intervention Group | Knowledge Scores | 23.25 | 33.19 |
Hemoglobin gm/dL | 11.26 | 11.63 |
ECD Motor Scores | 47.44 | 50.85 |
ECD Cognitive Scores | 48.09 | 50.84 |
Control Group | Knowledge Scores | 23.4 | 27.66 |
Hemoglobin gm/dL | 11.24 | 11.57 |
ECD Motor Scores | 49.61 | 50.24 |
ECD Cognitive Scores | 49.7 | 50.57 |
Table 4
Independent t-test analysis results to compare group means of intervention outcomes
Outcome | Intervention Group | Control Group | P value |
Sample size | Mean | Sample size | Mean |
Knowledge Scores | 48 | 33.19 | 138 | 27.66 | <0.000 |
Hemoglobin mg/dL | 45 | 11.63 | 97 | 11.57 | 0.711 |
ECD Motor | 45 | 50.85 | 97 | 50.24 | 0.111 |
ECD Cognitive | 45 | 50.84 | 97 | 50.57 | 0.232 |
Table 5
One-way ANOVA results to compare group means of intervention outcomes
Outcome | No home visits | 1-2 Home Visits | 3+ Home Visits | Sum of Squares | Df | F | P value |
Mean (N) |
Knowledge Scores | 27.66 (138) | 36.05 (22) | 30.77 (26) | 1420.06 | 2,183 | 12.9 | <0.000 |
Hemoglobin mg/dL | 11.57 (97) | 11.94 (19) | 11.41 (26) | 3.26 | 2, 139 | 1.86 | 0.160 |
ECD Motor | 50.24 (97) | 50.88 (22) | 50.83 (26) | 10.27 | 2, 142 | 1.28 | 0.282 |
ECD Cognitive | 50.57 (97) | 50.93 (22) | 50.78 (26) | 2.32 | 2, 142 | 0.79 | 0.457 |
Table 6
Tukey Post hoc comparison of groups on Knowledge Scores.
Groups | Mean Difference | P value |
No home visits vs 1-2 home visits | 8.39 | <0.000 |
No home visits vs 3+ home visits | 3.11 | 0.125 |
1-2 home visits vs 3+ home visits | -5.28 | 0.040 |
Clinical Outcomes
The intervention and control group communities showed no significant difference in any of the clinical outcomes at baseline.
Hemoglobin
The average hemoglobin gm/dL of the children in intervention group and control group, at baseline and endline, are shown in Table 3. The independent samples t-test found no significant difference in hemoglobin levels in the intervention and control group at endline (t(140)=-0.37, p<0.711). The results of the t-test analysis can be seen in Table 4. A one way ANOVA showed that there was no significant difference between the three analysis groups, No home visits, 1-2 home visits, and 3+ home visits, in terms of hemoglobin levels at endline, F(2,139)=1.86, p=0.160. The results of the one-way ANOVA analysis can be seen in Table 5.
Early Childhood Development, Motor
The average ECD Motor scores for the children in the intervention and control group, at baseline and endline, can be seen in Table 3. Although the mean ECD motor score was 0.38 standard deviations higher in the intervention group at endline, the independent samples t-test found no significant difference (t(133)=-1.60, p<0.111). The one way ANOVA analysis found no significant difference between the three analysis groups, F(2,141)=1.28, p=0.282.
Early Childhood Development, Cognitive
The average ECD cognitive scores for the children in the intervention and control group, at baseline and endline, can be seen in Table 3. The independent samples t-test showed that there was no significant difference in ECD cognitive scores at endline (t(135)=-1.20, p<0.232). The one way ANOVA analysis also found no significant difference between the three analysis groups, F(2,141)=0.79, p=0.457 .