Characteristics of health facility
Out of 79 birthing centers, one province hospital was excluded from the study due to administrative issues. As a result, 78 were included in the study. Kapilvastu district had the highest number of health facilities (n=28), and the Parasi district had the least (n=13). About three-quarters of the health facilities were health posts (Table 1).
Table 1
Characteristics of health facilities (n= 78)
Level of
Health Facility
|
Districts
|
Total
|
Kapilvastu
|
Rupandehi
|
Nawalpur
|
Parasi
|
Health Post
|
23
|
16
|
10
|
8
|
57
|
PHCa
|
2
|
5
|
4
|
2
|
13
|
City Hospital
|
2
|
0
|
0
|
2
|
4
|
District Hospital
|
1
|
1
|
1
|
1
|
4
|
Total
|
28
|
22
|
15
|
13
|
78
|
aPHC: Primary Health Care Center
Background characteristics of the healthcare providers
A total of 318 healthcare providers were working at the 78 birthing centers. Among them, 267 healthcare providers completed the interview and were included in data analyses. The least number of healthcare provider recruited from a health facility was one, whereas the highest was 11. There were no missing data. Table 2 presents the summary of their background characteristics. The majority of the healthcare providers had undergone Auxiliary Nurse Midwife (ANM) education (70.4%), and SBA training (73.4%), worked as an ANM (88.4%), and worked at a health post (63.3%). About 80% of the healthcare providers had never heard of or read about respectful maternity care in the past, and around 7.0% of them had been tested positive for COVID-19 (Table 2).
Table 2
Background characteristics of the healthcare providers (n=267)
Characteristics
|
n (%)
|
Mean (SD)
|
Age (years)
|
|
30.9 (7.7)
|
Education
|
Auxiliary Nurse Midwife
|
188 (70.4)
|
|
Proficiency Certificate Level Nursing
|
64 (24.0)
|
|
Bachelor of Nursing
|
15 (5.6)
|
|
Occupation
|
Auxiliary Nurse Midwife
|
236 (88.4)
|
|
Staff Nurse
|
30 (11.2)
|
|
Nursing Officer
|
1 (0.4)
|
|
Total work experience (years)
|
|
8.3 (6.8)
|
Experience at the present birthing center (years)
|
|
3.5 (4.2)
|
SBA training
|
Yes
|
196 (73.4)
|
|
No
|
71 (26.6)
|
|
Ever heard/read about respectful maternity care
|
Yes
|
48 (18.0)
|
|
No
|
219 (82.0)
|
|
COVID-19 test (PCR test) in past
|
Positive
|
18 (6.7)
|
|
Negative
|
249 (93.3)
|
|
District
|
Kapilvastu
|
83 (31.1)
|
|
Rupandehi
|
71 (26.6)
|
|
Nawalpur
|
56 (21.0)
|
|
Parasi
|
57 (21.3)
|
|
Level of health facility
|
Health Post
|
169 (63.3)
|
|
Primary Health Care Center
|
44 (16.5)
|
|
City Hospital
|
20 (7.5)
|
|
District Hospital
|
34 (12.7)
|
|
Workload among the healthcare providers
The healthcare providers' mean total subjective workload score was 77.7 (range: 30-100). The median client-provider ratio of six months before and during the COVID-19 pandemic was 21.7 (IQR 9.7 to 52.2) and 13.0 (IQR 6.2 to 28.4). The mean number of deliveries attended by a healthcare provider in the last month was 13.6 (SD 19.6) (Table 3).
Table 3
Characteristics of workload among healthcare providers
Characteristics
|
Mean (SD)
|
Median (1Q-3Q)
|
Range
|
Client-provider ratio of 6 months,
before the COVID-19 pandemic (n=263)
|
34.9 (34.7)
|
21.7 (9.7-52.2)
|
0.3-189.0
|
Client-provider ratio of 6 months,
during the COVID-19 pandemic (n=263)
|
22.9 (24.0)
|
13.0 (6.2-28.4)
|
1.2-144.0
|
Number of deliveries attended in last month (n=267)
|
13.6 (19.6)
|
9.0 (4.0-15.0)
|
0.0-150.0
|
A score of subjective workload
[NASA TXL Scale] (n=267)
|
77.7 (13.2)
|
78.3 (70.0-87.8)
|
30-100
|
Respectful maternity care practice
During the COVID-19 pandemic, mean total score of respectful maternity care decreased to 43.6 (SD 4.5) from 44.5 (SD 3.8) (See Additional file 1). Table 4 presents the score of practices under each domain of respectful maternity care. For the abuse-free care domain, all healthcare providers never restrained the women during labor. However, 27.3% of them sometimes had to physically or verbally abuse the women. Also, 59% of them always provided pain and comfort relief to the women in labor. The practice of always touching the women in a culturally appropriate way was 95.1 % before the COVID-19 pandemic and 89.5% during the pandemic. All healthcare providers never separated the baby with the mother, both before and during the pandemic.
Table 4
Item score of respectful maternity care practice (n=267)
Questions
|
Before COVID-19 pandemic
|
During COVID-19pandemic
|
p-value
|
Always (%)
|
Sometimes (%)
|
Never (%)
|
Always (%)
|
Sometimes (%)
|
Never (%)
|
Abuse-free care
|
Never physically or verbally abused
|
72.2
|
27.3
|
0.0
|
72.0
|
28.0
|
0.0
|
0.318
|
Never restrained physically
|
100.0
|
0.0
|
0.0
|
100.0
|
0.0
|
0.0
|
0.318
|
Touched in a culturally appropriate way
|
95.1
|
4.9
|
0.0
|
89.5
|
10.5
|
0.0
|
<0.001
|
Never separated the baby from mothera
|
98.5
|
1.5
|
0.0
|
96.2
|
3.8
|
0.0
|
0.057
|
Never denied food and fluidsa
|
97.0
|
3.0
|
0.0
|
97.0
|
3.0
|
0.0
|
1.000
|
Provided comfort/pain relief
|
58.8
|
23.9
|
17.2
|
59.1
|
17.0
|
23.9
|
0.318
|
Right to information, informed consent, and choice
|
Introduced self to women and her companion
|
34.8
|
54.6
|
10.4
|
32.5
|
52.3
|
15.2
|
<0.001
|
Encouraged companion to stay with women
|
62.5
|
24.7
|
12.8
|
49.0
|
23.5
|
27.5
|
<0.001
|
Encouraged to ask questions
|
91.0
|
9.0
|
0.0
|
85.0
|
14.2
|
0.8
|
<0.001
|
Responded questions promptly and politely
|
92.8
|
7.2
|
0.0
|
86.1
|
13.9
|
0.0
|
<0.001
|
Explained the procedure
|
90.6
|
9.0
|
0.4
|
84.0
|
14.2
|
1.8
|
<0.001
|
Provided periodic update
|
93.2
|
6.8
|
0.0
|
85.7
|
12.7
|
1.6
|
<0.001
|
Allowed to move during labor
|
53.5
|
42.6
|
3.7
|
54.0
|
42.3
|
3.7
|
0.318
|
Allowed to assume the birth position of choice
|
19.1
|
32.9
|
48.0
|
19.4
|
32.2
|
48.4
|
0.990
|
Obtained consent before the procedure
|
91.7
|
7.4
|
0.7
|
91.3
|
8.0
|
0.7
|
0.318
|
Confidential care
|
Stored file in locked cabinets
|
19.1
|
47.9
|
33.0
|
19.0
|
47.7
|
33.3
|
0.157
|
Used curtain or visual barrier
|
56.6
|
34.8
|
8.6
|
56.2
|
38.0
|
7.8
|
0.655
|
Used drapes and covering
|
70.7
|
26.5
|
2.6
|
71.1
|
26.3
|
2.6
|
0.564
|
Dignified care
|
Spoke politely to women
|
94.0
|
5.6
|
0.4
|
93.0
|
6.6
|
0.4
|
0.083
|
Allowed non-harmful cultural practice
|
95.8
|
4.2
|
0.0
|
95.5
|
4.5
|
0.0
|
0.318
|
Never insulted and intimidated
|
94.3
|
5.7
|
0.0
|
94.3
|
5.7
|
0.0
|
1.000
|
Equitable care
|
Spoke in an understandable language
|
92.5
|
7.5
|
0.0
|
92.5
|
7.5
|
0.0
|
1.000
|
Never disrespected & discriminated the women
|
98.8
|
1.2
|
0.0
|
98.5
|
1.5
|
0.0
|
0.318
|
Non-abandon care
|
Encouraged to call if required
|
96.4
|
3.3
|
0.3
|
92.5
|
7.2
|
0.3
|
0.001
|
Came quickly when called
|
67.7
|
32.3
|
0.0
|
64.8
|
35.2
|
0.0
|
0.004
|
Never left women alone
|
56.7
|
41.8
|
0.5
|
54.0
|
42.3
|
3.7
|
0.001
|
a unless medically indicated
Regarding the right to information and informed choice care domain, the practice of always allowing a labor companion was 62.5% before the pandemic, and 49.0% during the pandemic. Statistically significant differences in practices for two time points were noticed for: always allowing labor companion, always introducing self to the women and her companion (before and during the pandemic: 34.8% and 32.5%), always encouraging women to ask questions (before and during the pandemic: 91.0% and 85.0%), respond the questions promptly (before and during the pandemic: 92.8% and 86.1%), explain the producers (before and during the pandemic: 90.6% and 84.0%), and provide periodic updates during the COVID-19 pandemic (before and during the pandemic: 93.2% and 85.7%). Allowing women to choose the birth position was never practiced by approximately half of the healthcare providers, both before and during the pandemic.
For the confidential care domain, about one-third of the healthcare providers never stored women's files in the locked cabinet, both before and during the pandemic. Around half of the healthcare providers sometimes or never used curtains for procedures, both before and during the pandemic.
For non-abandon care domain, 96.4% of the healthcare providers always encouraged the women to call before the COVID-19 pandemic, but it was 92.5% during the pandemic. When called, 67.7% of the healthcare providers always came quickly before the pandemic, but 64.8% came during the pandemic. While the practice of never always leaving the women alone during labor was 56.7% before the pandemic, it was 54.0% during the pandemic.
Factors associated with respectful maternity care practice
Table 5 presents the results of the multilevel mixed-effect linear regression analysis with a random intercept at the health facility level, for factors associated with respectful maternity care practice by the healthcare providers. The results are presented in two models: respectful maternity care practice before the COVID-19 pandemic and during the pandemic. There are also two null models accompanying each of these full models. Education and total years of experience were excluded from the final model, as they were found to be collinear with occupation and total years of experience, respectively (34).
Table 5
Multilevel mixed-effects linear regression analysis for respectful maternity care practice among the healthcare providers
Predictors
|
Respectful Maternity Care Practice
|
Before the COVID-19 pandemic
|
P-value
|
During the COVID-19 pandemic
|
p-value
|
Null model
|
Final Model (n=267)
|
Null model
|
Final Model (n=267)
|
Estimates (CI)
|
Estimates (CI)
|
Healthcare provider characteristics (Fixed effect)
|
The subjective measure of workload
|
|
0.02 (-0.02 to 0.05)
|
0.376
|
|
0.02 (-0.02 to 0.06)
|
0.246
|
Experience at the present birthing center
|
|
-0.04 (-0.15 to 0.07)
|
0.450
|
|
-0.02 (-0.14 to 0.11)
|
0.784
|
Occupation
|
Auxiliary Nurse Midwife
|
|
Reference
|
|
|
Reference
|
|
Staff Nurse
|
|
-0.12 (-1.62 to 1.39)
|
0.879
|
|
-0.004 (-1.68 to 1.69)
|
0.996
|
Age
|
|
0.08 (0.02 to 0.14)
|
0.011
|
|
0.07 (0.002 to 0.14)
|
0.037
|
Ever heard/read about RMC
|
|
No
|
|
Reference
|
|
|
Reference
|
|
Yes
|
|
0.68 (-0.37 to 1.73)
|
0.203
|
|
1.38 (0.17 to 2.59)
|
0.055
|
Skilled Birth Attendant training
|
|
No
|
|
Reference
|
|
|
Reference
|
|
Yes
|
|
-0.20 (-1.15 to 0.75)
|
0.684
|
|
-0.36 (-1.43 to 0.71)
|
0.513
|
COVID-19 test (PCR test) in past
|
Negative/ Not tested
|
|
-
|
|
|
Reference
|
|
Positive
|
|
-
|
|
|
-3.18 (-5.06 to -1.30)
|
0.001
|
Number of deliveries attended last month
|
|
-0.02 (-0.04 to 0.01)
|
0.129
|
|
-0.02 (-0.04 to 0.01)
|
0.236
|
Health facility level characteristics (n=78)
|
Client-provider ratio per day
|
Before the COVID-19 pandemic*
|
|
-5.16 (-8.41 to -1.91)
|
0.002
|
|
|
|
During the COVID-19 pandemic
|
|
|
|
|
-7.47 (-12.72 to -2.23)
|
0.005
|
Level of health facility
|
Health Post
|
|
0.48 (-1.39 to 2.36)
|
0.614
|
|
-0.12 (-2.41 to 2.18)
|
0.921
|
Primary Health Care Center
|
|
-0.55 (-2.69 to 1.58)
|
0.611
|
|
-1.93 (-4.57 to 0.71)
|
0.151
|
Hospital (City + District)
|
|
Reference
|
|
|
Reference
|
|
Random effect
|
Health facility level variance (SD)
|
5.04
(2.24)
|
3.25 (1.80)
|
|
8.36
(2.89)
|
5.60 (2.36)
|
|
ICC (%)
|
34.0
|
26.0
|
|
40.0
|
33.0
|
|
CI: Confidence Interval, SD: Standard Deviation, ICC: Intraclass Correlation Coefficient, Before the COVID-19 pandemic: July/August 2019 to January/February 2020, During the COVID-19 pandemic: February/March 2020 to June/July 2020.
The healthcare providers' characteristics were considered as level 1 variable, and health facility characteristics were considered as level 2 variable. The health facilities in the null model explained 34.0% variance for the respectful maternity care practice before the COVID-19 pandemic. After controlling for exposure variables, 26% of the variation was explained by the health facilities. The null model explained 40% variance of practice among the health facilities, during the COVID-19 pandemic. After controlling the exposure variables, it was 33.0%.
Age of the healthcare providers was positively associated with respectful maternity care practice before (Coef. 0.08; 95% CI 0.02 to 0.14) and during (Coef. 0.07; 95% CI -0.002 to 0.14) the COVID-19 pandemic. Being tested positive for COVID-19 in the past was negatively associated with respectful maternity care practice during the COVID-19 pandemic (Coef. -3.18; 95% CI -5.06 to -1.30). The client-provider ratio per day was negatively associated with respectful maternity care practice before (Coef. -5.16; 95% CI -8.41 to -1.91) and during (Coef. -7.47; 95% CI -12.72 to -2.23) the COVID-19 pandemic.