| Literature DB >> 36119198 |
Enisha Sarin1, Sourav Ghosh Dastidar1, Nitin Bisht1, Devina Bajpayee1, Rachana Patel1, Tarun Singh Sodha2, Aditya Bhandari2, Jaya Swarup Mohanty1, Surajit Dey1, Subodh Chandra1, Ritu Agrawal1, Prasant Saboth1, Harish Kumar1.
Abstract
Background: Digital learning tools have proliferated among healthcare workers in India. Evidence of their effectiveness is however minimal. We sought to examine the impact of the Safe Delivery App (SDA) on knowledge and confidence among frontline health workers (HW) in India. We also studied whether facilitation to address technical challenges enhanced self-learning.Entities:
Keywords: Frontline healthcare workers; India; Safe Delivery App; mHealth; maternal and newborn health
Year: 2022 PMID: 36119198 PMCID: PMC9480723 DOI: 10.4103/jfmpc.jfmpc_1531_21
Source DB: PubMed Journal: J Family Med Prim Care ISSN: 2249-4863
Figure 1Flowchart of sample allocation
Baseline sample characteristics of the health workers (n=118)
| Characteristics | Control | Intervention | ||
|---|---|---|---|---|
|
|
| |||
| % |
| % |
| |
| Age (Min-Max=22-59 years) | ||||
| <35 years | 53.7 | 29 | 42.2 | 27 |
| >=35 years | 46.3 | 25 | 57.8 | 37 |
| Years of experience (Min-Max=0.3-40) | ||||
| <10 Years | 57.4 | 31 | 60.9 | 39 |
| >10 Years | 42.6 | 23 | 39.1 | 25 |
| State | ||||
| Uttarakhand | 25.9 | 14 | 35.9 | 23 |
| Jharkhand | 74.1 | 40 | 64.1 | 41 |
| Facility Level | ||||
| L2 | 68.1 | 37 | 78.1 | 50 |
| L3 | 31.5 | 17 | 21.9 | 14 |
Sample characteristics by study arm at pre- and post-intervention
| Control | Intervention | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
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|
| |||||||||
| Baseline ( | Endline ( | Baseline ( | Endline ( | |||||||
|
|
|
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| |||||||
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| % |
| % |
| % |
| % | |||
| Received SDA training before this | ||||||||||
| No | 29 | 56.9 | NA | NA | 35 | 54.7 | NA | NA | 0.816# | |
| Yes | 22 | 43.1 | NA | NA | 29 | 45.3 | NA | NA | ||
| Downloaded SDA on phone | ||||||||||
| No | 17 | 32.1 | 2 | 4.0 | <0.001 | 21 | 34.4 | 1 | 1.8 | <0.001 |
| Yes | 36 | 67.9 | 48 | 96.0 | 40 | 65.6 | 54 | 98.2 | ||
| Received Safe Champion Certificate | ||||||||||
| No | 39 | 88.4 | 38 | 76.0 | 0.112 | 45 | 80.4 | 33 | 60.0 | 0.016 |
| Yes | 5 | 11.6 | 12 | 24.0 | 11 | 19.6 | 22 | 40.0 | ||
| Mean Percentage in MyLearning Platform (self-reported) | 54 | 54.1 | 50 | 62.0 | 0.244@ | 64 | 57.7 | 55 | 89.0 | <0.001@ |
#χ2-test between control and intervention values at baseline, @t-test for mean values
Knowledge of AMTSL, PPH, and newborn resuscitation at baseline and endline
| Knowledge score analysis | ||||||
|---|---|---|---|---|---|---|
|
| ||||||
| Question no. | Question |
| Maximum correct score | Baseline | Endline | % point change |
| Q201 | 1. When should oxytocin be given? Please select only one answer. | 223 | 1 | 57.6 | 79.1 | 21.420 |
| Q202 | 2. How much oxytocin should be given? Please select only one answer. | 223 | 1 | 86.4 | 88.6 | 2.130 |
| Q203 | 3. What should be done if there is no oxytocin to administer as a part of AMTSL? | 222 | 1 | 49.2 | 62.5 | 13.350 |
| Q204 | 4. What do you look for when you examine the placenta? Select all answers that apply. | 223 | 3 | 59.3 | 71.4 | 12.110 |
| Q205 | 5. How do you perform controlled cord traction? Select one answer. | 223 | 1 | 19.5 | 41.9 | 22.410 |
| Q206 | 6. What are the benefits of early initiation of breastfeeding for mother and newborn? Select all answers that apply. | 223 | 4 | 54.2 | 65.7 | 11.470 |
| Q207 | 7. How should oxytocin be stored? Select one answer/ | 222 | 1 | 76.3 | 93.3 | 17.000 |
| Q208 | 8. What are the causes of post-partum bleeding? Select all answers that apply | 223 | 3 | 65.3 | 65.7 | 0.460 |
| Q209 | 9. Which drug should not be given if the woman has hypertension? Please select only one answer. | 215 | 1 | 74.4 | 82.7 | 8.290 |
| Q210 | 10. How do you correctly position a bleeding woman during PPH? Please select only one answer. | 223 | 1 | 86.4 | 88.6 | 2.130 |
| Q211 | 11. What are the contraindications for ergometrine IV. Select all answers that apply. | 216 | 2 | 26.5 | 47.5 | 20.970 |
| Q212 | 12. What is the dose for misoprostol as part of PPH management? Please select only one answer. | 222 | 1 | 49.6 | 73.3 | 23.760 |
| Q213 | 13. What are the interventions involved in PPH management? Select all answers that apply. | 223 | 4 | 55.9 | 81.0 | 25.020 |
| Q214 | 14. What is done in moderate bleeding management of PPH? Select all answers that apply. | 223 | 4 | 61.9 | 81.9 | 20.040 |
| Q215 | 15. The “first golden minute” implies that all newborns should do the following by 1 min of age. Select all answers that apply. | 223 | 2 | 54.2 | 61.9 | 7.660 |
| Q216 | 16. Immediately after birth, you find that the newborn is not breathing well. What do you do next? Please select all answers that apply. | 223 | 3 | 55.1 | 70.5 | 15.400 |
| Q217 | 17. How is ventilation initiated in a newborn who is not crying? Please select only one answer. | 220 | 1 | 67.8 | 17.7 | -50.150 |
| Q218 | 18. How many ventilation breaths should be given per minute? Please select only one answer. | 221 | 1 | 54.2 | 65.1 | 10.810 |
| Q219 | 19. After ventilation, the heart rate is more than 100 bpm and the breathing is regular. What do you do now? Please select all answers that apply. | 222 | 3 | 72.9 | 86.5 | 13.660 |
| Q220 | 20. What do you do if the chest is not rising at each ventilation? Select all answers that apply. | 222 | 3 | 50.9 | 49.0 | -1.810 |
| Q221 | 21. When should you stop the resuscitation? Select all answers that apply. | 220 | 2 | 33.3 | 30.1 | -3.230 |
| Overall score (mean) | 223 | 43 | 31.7 | 34.5 | 2.745 | |
Confidence level of performing AMTSL, PPH management, and neonatal resuscitation
| Mean confidence score (5-point scale) | Baseline | Endline |
| Baseline | Endline | |
|---|---|---|---|---|---|---|
| AMTSL | 1. How confident are you in providing active management of the third stage of labor (AMTSL)? | 4.8 | 4.8 | 0.898 | 24.1 | 24.2 |
| 2. How confident are you in giving uterotonic drugs after delivery? | 4.9 | 4.9 | 0.683 | |||
| 3 How confident are you in the delivery of the placenta? | 4.9 | 4.9 | 0.413 | |||
| 4. How confident are you in assessing the newborn? | 4.8 | 4.8 | 0.363 | |||
| 5. How confident are you in examining the placenta? | 4.9 | 4.9 | 0.155 | |||
| Resuscitation/Neonatal Resuscitation | 1. How confident are you in performing neonatal resuscitation? | 4.5 | 4.7 | 0.014 | 18.0 | 18.9 |
| 2. How confident are you in performing neonatal resuscitation? | 4.5 | 4.7 | 0.026 | |||
| 3. How confident are you in providing observational care after resuscitation? | 4.7 | 4.8 | 0.206 | |||
| 4. How confident are you in when to stop the resuscitation? | 4.6 | 4.8 | 0.027 | |||
| PPH | 1. How confident are you in performing bimanual compression? | 4.1 | 4.4 | 0.011 | 22.1 | 23.7 |
| 2. How confident are you in administering uterotonic drugs? | 4.8 | 4.9 | 0.073 | |||
| 3. How confident are you in removing retained placental tissue? | 4.6 | 4.8 | 0.001 | |||
| 4. How confident are you in identifying the location and the degree of a perineal trauma? | 4.3 | 4.8 | 0.000 | |||
| 5. How confident are you in treating damage to the perineal muscles? | 4.6 | 4.8 | 0.007 | |||
| Overall (mean score) | 64.2 | 66.9 | 0.000 |
Figure 2Knowledge and confidence score at the baseline and endline
Figure 3Mean score difference of knowledge and confidence among the intervention and control groups
Subgroup difference in the knowledge scores and confidence scores-DiD estimates analyzed by the type of facility, years of experience, and age group
| Knowledge score-DiD model estimates | Confidence score-DiD model estimates | |||||||
|---|---|---|---|---|---|---|---|---|
|
|
| |||||||
| Treatment (βs) | Phase (βt) | β(sXt) | Constant (β0) | Treatment (βs) | Phase (βt) | β(sXt) | Constant (β0) | |
| Facility level 2 ( | ||||||||
| Estimates | 1.7 | 3.5 | 0.7 | 29.9 | 0.7 | 3.5 | -0.4 | 63.7 |
| | 0.260 | 0.042 | 0.763 | <0.001 | 0.533 | 0.005 | 0.793 | <0.001 |
| 95% CI | -1.27 4.67 | 0.13 6.96 | -3.74 5.09 | 27.62 32.26 | -1.47 2.84 | 1.04 5.88 | -3.60 2.75 | 62.05 65.36 |
| Facility level 3 ( | ||||||||
| Estimates | -6.0 | -2.6 | 9.0 | 36.5 | -3.7 | -1.1 | 5.4 | 66.4 |
| | 0.002 | 0.132 | <0.001 | <0.001 | 0.066 | 0.572 | 0.0644 | <0.001 |
| 95% CI | -9.72-2.22 | -6.05 0.81 | 3.70 14.38 | 33.95 38.99 | -7.75 0.26 | -5.02 2.80 | -0.32 11.07 | 63.54 69.28 |
| Years of experience <10 years ( | ||||||||
| Estimates | -1.5 | 0.5 | 4.3 | 33.0 | -0.2 | 1.9 | 2.3 | 64.0 |
| | 0.308 | 0.737 | 0.045 | <0.001 | 0.908 | 0.196 | 0.238 | <0.001 |
| 95% CI | -4.47 1.42 | -2.60 3.66 | 0.10 8.45 | 30.72 35.28 | -2.87 2.55 | -0.99 4.81 | -1.55 6.17 | 61.88 66.12 |
| Years of experience >10 ( | ||||||||
| Estimates | 0.2 | 2.5 | 1.7 | 31.0 | -1.3 | 2.0 | -0.1 | 65.3 |
| | 0.911 | 0.276 | 0.591 | <0.001 | 0.343 | 0.163 | 0.950 | <0.001 |
| 95% CI | -3.94 4.42 | -2.04 7.07 | -4.58 8.00 | 28.03 34.06 | -3.89 1.37 | -0.82 4.79 | -4.03 3.79 | 63.49 67.21 |
| Age <35 years ( | ||||||||
| Estimates | 0.4 | 0.8 | 2.9 | 32.3 | -1.0 | 1.5 | 2.9 | 64.0 |
| | 0.824 | 0.619 | 0.19 | <0.001 | 0.528 | 0.366 | 0.225 | <0.001 |
| 95% CI | -2.7 3.49 | -2.33 3.89 | -1.50 7.49 | 30.04 4.64 | -4.29 2.22 | -1.75 4.71 | -1.79 7.53 | 61.66 66.42 |
| Age >35 years ( | ||||||||
| Estimates | -1.5 | 2.3 | 3.0 | 31.8 | -0.5 | 2.7 | -0.1 | 65.2 |
| | 0.409 | 0.285 | 0.285 | <0.001 | 0.632 | 0.038 | 0.942 | <0.001 |
| 95% CI | -5.18 2.12 | -1.96 6.62 | -2.51 8.46 | 29.05 4.70 | -2.69 1.64 | 0.15 5.24 | -3.37 3.13 | 63.53 66.87 |
Feedback of SDA from users of the intervention group reported on a 5-point scale at endline (n=55)
| Internal consistency (Cronbach’s alpha=0.71) | Extremely Important/Satisfied/Agree | Important/Satisfied/Agree | Uncertain | Somewhat important/Satisfied/Agree | Least important/Satisfied/Agree |
|---|---|---|---|---|---|
| How important is the information provided in the app? | 93.02 | 4.65 | 2.33 | 0 | 0 |
| How would you rate the selection of a topic in this app? | 93.02 | 4.65 | 0 | 0 | 2.33 |
| How suitable was the knowledge level provided in the app? | 83.7 | 16.2 | 0.0 | 0 | 0 |
| How would you rate my learning in terms of the appropriateness provided and difficulty level? | 69.7 | 30.3 | 0.0 | 0 | 0 |
| Is this app easy to download? | 41.8 | 55.8 | 0 | 0 | 2.3 |
| Can the Safe Delivery App be used in all maternal and neonatal health settings? | 32.56 | 65.1 | 2.3 | 0 | 0 |
| The language used in this app is simple and easy to understand | 41.86 | 55.8 | 2.3 | 0 | 0 |
| How well the objectives of your learning were served? | 51.16 | 41.86 | 0 | 4.6 | 2.3 |
| How was your overall satisfaction level toward the Safe Delivery App? | 46.51 | 51.2 | 2.3 | 0 | 0 |
Figure 4Features most preferred by healthcare workers (n = 55)