Factors Affecting to have Postnatal Care Service on Reproductive Age Group Women Who had Live Birth in the Recent Last Two Years, Womberma, Woreda, West Gojjam Zone, North, West Ethiopia
Belachew Golla1, Sileshi Berihun2*, Mekuanint Taddele3, Yihalem Abebe3
1Western Gojjam Zone, Womberma Woreda Administrative Health
Office, Ethiopia
2Department of Nutrition and Food Science, College of Health
science, Debre Markos University, Debre Markos, Ethiopia
3Department of Public Health, College of Health Science, Debre
Markos University, Debre Markos, Ethiopia
*Corresponding author: Sileshi Berihun, Department of Nutrition and Food Science,
College of Health science, Debre Markos University, Debre Markos, PO. Box:
+251-269, Ethiopia. Tel: +2510920185301; Email: sileshberihun@gmail.com
Received Date: 16 August, 2018; Accepted Date: 10 September,
2018; Published Date: 18 September, 2018
Citation: Golla B, Berihun S, Taddele M, Abebe Y (2018) Factors Affecting to have
Postnatal Care Service on Reproductive Age Group Women Who had Live Birth in
the Recent Last Two Years, Womberma, Woreda, West Gojjam Zone, North, West
Ethiopia. Food Nutr J 3: 186. DOI: 10.29011/2575-7091.100086
Background: Maternal complications resulted from child birth and lack
of postnatal care service utilization do have their own significant figure to
bring maternal deaths globally. Inadequate postnatal care service utilization
has a direct relationship with maternal illness and infections; therefore,
focusing on utilization of postnatal care service among women at reproductive
age group (15-49) is crucial to decrease child birth related problems and
deaths.
Objective: To assess factors affecting to have postnatal care service
on reproductive age group women who had live birth in the recent last two
years, Womberma, Woreda, West Gojjam Zone, North, West Ethiopia, 2017.
Methods: Cross-sectional type of study design was conducted on the
community of selected kebeles. Sample size was determined by taking prevalence
of post-natal care service utilization, 18% from Ethiopian mini-demographic
health survey(EMDHS) of 2014.The calculated sample size was 500 with
non-response rate of 10%. To minimize the inter-observer variation of data
collectors, two days training was given on the aim of the research content of
the questionnaire, and how to conduct questionnaire interview. The software
used for data entry was EPI-Data version 3.1 and the entered data were exported
for further analysis to SPSS software version 20.
Results: Variables in the binary logistic regression model with a
p-value of <0.2 were collected to control confounders and for further
analysis in multivariable logistic regression. Pregnancy number
[AOR(95%CI)=0.299(0.113,0.788)], Time of family planning utilization after
delivery [AOR(95%CI)=3.42(1.031,11.41)] and post-natal care service utilization
in previous delivery [AOR(95%CI)=2.75(1.185,6.425)] were significantly
associated variables with postnatal care service utilization of the study
participants.
Conclusion: Postnatal care service utilization was still poor as
compared to previous studies. Pregnancy number, time of family planning
utilization after delivery and postnatal care service utilization in previous
delivery were significantly associated variables. Especial attention should be
given for post-natal care education, particularly for reproductive age group
women.
Keywords: Associated Factors; Postnatal Care Service Utilization; Women
with Child Bearing Age; Womberma Woreda
Abbreviations: ANC: Antenatal Care; DHS: Demographic Health Survey; EDHS: Ethiopian
Demographic Health Survey; FP: Family Planning; NCHS: National Centre for
Health Statistics; OR: Odds Ratio; PHC: Primary Health Care; PNC: Postnatal
Care; SD: Standard Deviation; SSA: Sub-Saharan Africa; WHO: World Health
Organization
Introduction
Maternal complications resulted from child birth and lack of
postnatal care service utilization do have their own significant figure to
bring maternal deaths globally [1]. Health of women in reproductive age
group depicts the indicator for unequal awareness for women between developed
and developing countries. The death of women due to complicated pregnancy or
child birth in developed and developing country shows a great difference as it
has been quantified as 1 in 7 and 1 in 30, 000 deaths respectively [1,2].
In the recent last few years, greater attentions have been given
for the health of women worldwide. The thematic areas for maternal health
improvement have been planned in relation with Sustainable Development Goal
(SDG) and targets to work with concerned bodies and other stake holders so as
to reduce reproductive related problems and deaths among eligible
women [3]. Newborn current health and feature health condition is highly
related to the maternal health status and in each year, nearly 4 million newborns
passed away before cerebrating their birth date of first month, indicating
almost 40% of total deaths of under-five year children [4,5].
Almost all of these infant deaths occur in developing countries,
with the highest number in far East countries like south Asia and the highest
prevalence in sub-Saharan Africa. About 80% of loss of life for reproductive
age group women in the world are contributed by inter-related causes such as
preeclampsia, eclampsia, infections, obstructed labor and unsafe abortions [5,6].
A minimum of three postnatal care visits should be made
regardless of any type of problems faced for both newborns and mothers to
prevent further complications which may occur. The recommended time for both
maternal and newborn care could be on day 3, between 1-2 weeks, and six weeks
after giving birth. With regard to Federal Ministry of Health in Ethiopia put
its own recommendation times, which suggests 6-24 hours, 3 days, 7 days and 6
weeks for postnatal care service utilization for both women and their off
springs. The situation of health in the community can be determined in relation
with the health status of women who are found in the society. Focusing on
postnatal care service utilization should be considered as one of the most
crucial maternal health care issue to prevent any type of negative impacts and
challenges resulting from childbirth [7-9].
Being unable to get postnatal care during the recommended time
intervals may bring unwanted outcomes like death or other health
problems as well as missed opportunities to come with healthy behaviors,
affecting women, newborns and later while children [10]. Most of mothers
suffer with severe illness every year, related with reproduction and
unspecified number of women are suffered with prolonged discomfort and
disabilities. Types of outcomes with lack of postnatal care can include
prolonged pain or discomfort, unable to move temporary or permanent effect on
the organs of reproductive system or losing a chance for feature pregnancy or
child bearing. Some of bad habits like gentile mutilation in some societies may
also a major contributor for very dangers complication of women during child
birth [11].
Severe obstetric bleeding is the dominant factor for the death
of women regardless of developed and undeveloped countries. Post partum
hemorrhage is highly fatal unless the management is taken on time [12].
Relatively higher number of infant and maternal death occurs within 48 hours
after childbirth so that giving attention in these two days after childbirth is
very important to manage any types of childbirth related complications.
Therefore; attaining postnatal care is very mandatory for community health in
general and maternal and infant health in particular. Taking care after
delivery is unquestionable to catch up information in addition to reproductive
health related issues like healthy life style behaviors and other issues
especially non-communicable disease, becoming basic public health problems
today in the world [13].
The World Health Organization (WHO) described that taking care
after childbirth can be described as a service provided to the mother and her
infant as soon as finishing the birth of the placenta and for the first
consecutive six weeks after giving birth [14]. It is necessary because in
this time the reproductive organs return to their pre-gravid state and
lactation is started, the mother returns from the physical and emotional stress
of Labor and the family makes away to the new baby [15].
Post-natal care services are to help or to ensure both maternal
and new child to be healthy in the community in which they are going to be
joint. Consultation, prevention, early diagnose and treating complications of
the mother and newborn, referring the mother and new born for skilled personnel
if any problem happens, helps to prevent any types of problems which may
occur [15]. Visiting higher health institutions when it is above the
capacities of the facilities which is found nearby of service users, counseling
women about new born care, giving health education on how to breast feed, women
food consumption, provide contraception service, counseling on the benefits of
timely provision of immunization for the child are key components to be
effective for health service providers. In the situations of limited resource,
conducting discussion with the health care system program managers if possible
within one day and if not within the first week after delivery can be used for
making strategic plans to get expected outcomes later on [16].
This period is almost neglected in developing countries, mothers
and newborn infants have no chance for Postnatal Care Services (PNC) from
trained health care professionals in the recent time as it has been specified
by WHO after delivery [17]. In the case of civilized nations actually
majority of women and their newborns get postnatal care services but the
pattern and time to take the service variation exists accordingly [17].
However, in uncivilized nations even the interest to take a care
and to be counseled and advised after having birth was very poor and nearly 30%
of mothers in North Eastern African countries get birth in health
organizations, and very less number of women attend PNC service within the time
intervals of 24 hours after giving child birth. Wherever mothers give birth
within their home or in organized health facility, the services for postnatal
care are often neglected. On the contrary, the availability of the health
facilities alone may not be effective unless it fulfils all necessary
equipments for the provision of the services for both newborn and maternal
care [18,19]. Very few number of women, about 7% attended for postnatal
care service utilization within 24 hours after their delivery as it has been
recommended by WHO while half (51.5%) of them in Addis Ababa had ever used
postnatal car services [20].
Therefore, it is important to make additional studies to
describe the magnitude and associated factors of low level of postnatal care
service utilization [21]. To sum up, the identification and prioritizing
of factors affecting to have postnatal care service on reproductive age group
women who had live birth in the recent last two years is necessary to have a
feasible plan for feature improvement of postnatal care service utilization. It
is hoped that assessing the prevalence of postnatal care service utilization
status of women within the study area, will help to take immediate action and
to promote care for planners, policy makers and stake holders for understanding
on the issue as well as to serve as an important tool for possible
interventions at individual, family, and community levels as well as the study
area in particular, and the region in general. The study will also be used as a
baseline data for researchers who want to conduct on the similar studies and this
study has answered the following research questions what is the current
prevalence of PNC service utilization? And what are the factors affecting to
get PNC service utilization among the study participants?.
Methods
Study design, Area and Period
Cross-sectional type of study design was conducted on the
community of selected kebeles. The study was conducted in Womberma
woreda, West, Gojjam Zone, Amhara, Regional State, Ethiopia. The woreda
has a total of 20 kebeles, one urban and ninety rural. The Woreda is
located at a distance of 427 km from Addis Ababa, the capital city of Ethiopia
and 172 km from Bahir Dar, which is the capital city of Amhara region and the
study was conducted in April 2017.
Eligibility Criteria
All women who have live births in the recent last two years were
the source populations for this study. Women who gave birth in the recent
last two years and who resided in the area for six or more months before the
study carried out were included. Mothers who have live births in the
recent last two years and who were critically ill during the study period were
excluded from the study.
Sample Size determination and Sampling Techniques
The sample size was determined by applying single population
proportion formula and by assuming the prevalence of postnatal care service
utilization among women in rural communities by taking 18% of prevalence rate
of PNC service utilization EMDHS, considering a maximum margin of error as 5%
in the study and at 95% CI, the sample size calculated was 500, with the study
participants non-response rate of 10% and due to its multistage sampling nature
of the study the design effect was considered and taken the numerical values of
2.
n= (1.96)2x0.18x0.82 = 227+22.7=249.7
(0.05)2
To explain each:
z = Z value related with 95% level of significance = 1.96
p = prevalence rate for mothers who utilize PNC = 18% =0.18
d = margin of error or precession= (5%)
n= total sample size=
(1.96)2 x0.18x0.82 =227+22.7=249.7=250x2=500
(0.05)2
Design effect=2
Study Variables
The outcome variable of the finding was Postnatal Care Service
Utilization and its Associated factors. The independent variables were
Socio-demographic variables like age, religion, educational level of mother,
occupation of mother, current marital status, educational level of a husband,
occupation of husband, ethnicity, Reproduction related variables like obstetric
complication, postpartum complication, gravidity, parity, length of stay at
health facility after delivery, previous history of PNC service, number of
alive child, ANC service utilization. Health facility related variables like
delivery attaining, place of delivery, advice on discharge.
Sampling Procedure
The eligible respondents for the study were selected by applying
simple random sampling technique. In the woreda number of total kebeles were
20, one urban and nineteen rural kebeles, among these, five kebeles were
selected by lottery method or by giving equal chance to be selected at stage
one but all of these selected kebeles were from rural areas. At stage two
(among 29,588 woreda households,4922 households have mothers who have live
births in the recent last two years. From those households, 1478 households in
selected kebeles who have live births in the recent last two years were
enrolled using Health Extension Family folder registration books. Then at stage
three 500 mothers who have live births in the recent last two years were
selected using simple random sampling technique and proportional allocation to
size to each kebeles. The mothers who have live birth in the recent past two
years, before this study were interviewed. Per each household, one woman was
participated in the study and three visits were made for absences in the first
visits (Figure 1).
Data Collection Methods
Since our study was quantitative, closed ended written
questionnaire formats were used for data collection. Data were collected by
twelve health professionals in the woreda. Training on the standard procedures
and the technique and the approaches they should follow during the data
collections were well explained for them. The contents on questionnaires were
briefly described to reduce interviewer bias. Each woman who promoted the
eligibility criteria in the study area for data collection, would have their
own codes. The questionnaires were filled side by side as the interviewing
Process was going on.
Data Processing and Analysis
After giving unique code for each created template, the data
were entered by the principal investigator by using Epi-data version 3.1
software. When the entry had been completed the data were exported in to SPSS
version 20 software for further analysis. Missed values and outliers were
checked by using frequencies. The identified errors from frequency distribution
were revised by referring the pre-coded document. Frequencies, mean and
standard deviations were computed for describing of the study population in
terms of their socio-demographic and other explanatory variables.
Significance values for p values corresponding with crude and
adjusted odds ratios with 95% confidence intervals were determined. To identify
whether the association exists or not between the different predictor variables
and outcome variables, first binary relationships between each independent
variable and outcome variable was investigated, by using a binary logistic
regression model to control confounders. Factors with a p-value <0.2 in
binary logistic regression analysis were further taken into multiple variable
logistic regression model analysis. Odds Ratio (OR) was used as a measure of
association for the pre-determined study design and p-values < 0.05 was
taken as statistically significant. The results were presented in the form of
texts, tables and figures accordingly.
Ethical Approval
This study was done after it had been approved by Debre Markos
University Medicine and health sciences organized ethical review committee and
permission was obtained from Womberma woreda administrative health office. All
the study participants were told about the aim of the study and finally their
full voluntariness was made to be sure before starting the interview. If there
were any complains among the study participants during interview, their rights
were made sure to terminate the interview.
Results
Socio-demographic Variables
The total number of participants included in this study were 500
with their response rate of 97% in selected 5 kebeles of womberma woreda. Less
than half of the respondents196 (39.2%) belong to the age group of 25-34 years
and 158(31.6%) belong to the age group of 15-24 years and 146(29.2%) were >
34 years. The mean age with the standard deviations (± SD) of study
participants was 29.51 ± 7.53 years. With regard to religion majority
of them 456(91.2%) were orthodox Christians, 35(7%) Muslims and 9(1.8%) were
protestants. With regard to educational level 241(48.2%) of respondents were,
unable to read and write, 144(22.8%) able to read and write 50(10%) elementary
and secondary school and 18(3.6%) were preparatory school 27(5.4%) were college
and above. With regard to occupation 208(41.6%) were house wife, 223(44.6%)
were farmers, 34(6.8%) were students 28(5.6%) were government employee and
7(1.4%) were private employee (table1).
Reproductive Health Related Variables
About 424(84.6%) of respondents had not experienced history of
abortion, the rest 76(15.4%) had experienced history of abortion up to our
study period. About 433(86.6%) of the respondent had ≤5 pregnancies and
67(13.4%) had >5 pregnancies up to our study period. More than 3/4th407(81.4%)had ≤4
live births and 93(18.6%) had >4 live births up to our study period. About
298(59.6%) had planned and supported deliveries whereas 139(27.8%) had not
planned and supported and 63(12.6%) had not planned and not supported
deliveries. Among the respondents who had ANC visits were 363(72.6%) and those
who had not got ANC visits were 137(27.4%). Nearly 3/4ths 396(79.1%)
respondents had no complication during delivery whereas about 104(20.9%) had
complications during their delivery (table 2).
Factors Associated with Postnatal Care Service Utilization
Factors with a p-value <0.2 in the binary logistic regression
analysis, number of pregnancy, number of total live birth, history of utilizing
PNC service, time for family planning utilization after delivery, history of
utilizing ANC service and number of ANC visits made were entered into the
multiple variable logistic regression analysis to control for potential
confounders. Number of pregnancy [AOR(95%CI) =0.299(0.113,0.788)], Time of
FP utilization after delivery of [AOR(95%CI) =3.42(1.031,11.41)] and PNC
service utilization in previous delivery [AOR(95%CI) =2.75(1.185,6.425)] were
significantly associated factors with postnatal care service utilization of
study participants when it was further analyzed with multiple logistic
regression (table 3).
Discussion
This study was conducted to determine the postnatal care service
utilization of the study participants. Poor postnatal care service utilization
and postnatal care related health problems highly influence the health of a
huge number of women in the world [22]. The studies which was done in Lemo
woreda of Ethiopia showed that the determined prevalence of postnatal care
services utilization during that study period was 51.4%. The reasons described
for not getting postnatal care services in that area were lack of knowledge on
benefits of postnatal care (59%), due to being busy on other household
activities (38.6%) and due to socio-cultural activities being practiced during
postnatal period (20.4%). But this study revealed that the prevalence for
utilizing postnatal care service was 16% in the study area, particularly in
womberma woreda, which is low as compared with the studies done in Lemo woreda
of Ethiopia though, it was relatively good as compared with other countries [23]. The
little discrepancy between this study and EDHS of 2011 may be related to the
sampling techniques used in this study or variations in the study methods from
place to place, which may need further investigation and in addition to this,
sources of population at which the sample was taken would be contributing
factors for this slight difference [21,24,26].
A study done in Nepal revealed that 43.2% described receiving
postnatal care within the first six weeks of child birth, while 40.9% described
as they have attended postnatal care services following their child birth as
soon as possible. While a study done in Brazil found that higher number of
postnatal care utilization than many other developing counties which is
77% [24]. The reason for this discrepancy between each country may be due
to socioeconomic development, and political attention differences in relation
with maternal health and postnatal care service utilizations of the whole women
at reproductive age group (15-49) [13,17,21]. The 2011 Ethiopian national
DHS data found that the prevalence of postnatal care coverage is lower in
Ethiopia. The large number of women accounting (92%) with a live birth in the
recent last five years did not get a postnatal service care. From women who got
a postnatal care services, about 4% had examined within the first 4 hours of
child birth, 2% had taken PNC within 4-23 hours, 1% and 2% within 1-2 days and
3-41 days following their delivery respectively. The total of 7% women had
attended postnatal care services within two days of delivery as the studied
document has shown [25].
A study done in Nepal showed that mothers who were living in the
urban areas, from wealthy families who had a good educational level, whose
partners had attended formal education, who give child birth in a health
facility, who had taken ≥4 antenatal visits, and whose delivery was
attended by a skilled health professional were more likely to report attending
at least one postnatal care visit [27]. While a study done in Brazil found
that women with lower income, those with lower level of education, mothers
living alone or without their husbands, women who delivered vaginally and those
who were not helped by skilled health professionals, were less likely to
receive postnatal care [28].
According to this study number of pregnancy, previous history of
postnatal care and time for starting family planning after delivery were
factors which were significantly associated with utilization of postnatal care
services. Women who had taken postnatal care service utilization were 71% less
likely to have >5 pregnancies in this study than those who do not attained postnatal
care service utilization. The reason for this may be those who have postnatal
care may be more knowledgeable than those who do not attain postnatal care
service. Women who have knowledge or experience of postnatal care service
utilization in their previous delivery were 2.75 times more likely to attain
postnatal care service utilization for their current delivery. The reason for
this maybe they may be thought by health professionals about the benefits of
postnatal care to have updated information throughout their life. The study
participants who have frequent postnatal care service utilization were 3.42
times more likely to come for family planning at the time of less than or equal
to one year (≤1) than those who do not attain postnatal care service utilization
and who come more than one-year period for their family planning after
delivery. Factors which were found in our study were different from other
studies, this may be due to differences in the study types and sampling
techniques which are done in different places accordingly [24,31,33].
A study on the assessment of variables affecting postnatal care
services was conducted in Western Gojjam district, Amhara regional state and
found that among the socio demographic factors, the key predictor for PNC utilization
was educational status of the respondents. A participant whose level of
education was secondary school and above showed better utilization of PNC
service as compared with women who cannot read and write [29]. The major
factor predicting postnatal care service utilization was place of delivery.
Mothers who delivered their last baby in health institution utilized PNC
services when compared with those who delivered at home, mothers who decided by
themselves utilized PNC services as compared to those who did not decide by
themselves. In addition to these, mothers who had exposure at least for one
postpartum obstetric danger sign were utilizing PNC service as compared to
those who were not ever exposed for postpartum obstetric danger
signs [30,31,34].
Conclusion
The prevalence of postnatal care service utilization was still
poor as compared to previous studies. Previous history of postnatal care
service utilization, number of pregnancies and time to attained family planning
after delivery were significantly associated with postnatal care service
utilization of the study participants. The factors associated with postnatal
care service utilization were closely related to obstetric characteristic
variables of this study. Low coverage of postnatal care service utilization is
the single greatest threat to the public health. To overcome this problem the
following recommendations are forwarded. Especial attention should be given for
postnatal care education, particularly for women who belong to the age group of
15-49 years. Community based discussion by focusing on postnatal care issues
should be strengthen. Gender equality should be practiced to reduce work load
of women and so as to allow women to have postnatal care services on time.
Agricultural, educational and health sectors in collaboration should focus on
practices of trained staffs, because there were lower commitments and practices
among trained staffs to intervene the problem of low coverage of PNC in the
community. Health extension workers should focus on encouraging good practices
of women for postnatal care services. Urgent action is needed to tackle lower
attitude of women for postnatal care service utilization.
Acknowledgments
We would like to acknowledge Debre Markos University, College of
Medicine and Health Sciences, Wombwrma Woreda district health office,
supervisors, data collectors and the study participants.
Availability of Data
The datasets used during the current study are available from
the corresponding author on reasonable request.
Authors’ Contribution
Belachew Golla, participated in study design selection, data
collection activities, data analysis and interpretation. Sileshi Berihun,
Mekuanint Taddele and Yihalem Abebe also participated in data analysis,
interpretation and drafting the manuscript.
Conflict of Interests
The authors declare that they have no competing interests.
Figure 1: Presentation of sampling procedure.
Variables | Category | Frequency | Percentage (%) |
Age group | 15-24 | 158 | 31.6 |
25-34 | 196 | 39.2 | |
>34 | 146 | 29.2 | |
Educational level of the study participant | Unable to read and write | 241 | 48.2 |
Able to read and write | 114 | 22.8 | |
elementary school and | 50 | 10 | |
preparatory | 18 | 3.6 | |
college and above | 27 | 5.4 | |
Marital status of the study participant | Married | 398 | 79.6 |
Not married | 65 | 13 | |
widowed | 16 | 3.2 | |
divorced | 14 | 2.8 | |
separated | 7 | 1.4 | |
Occupation of respondent | House wife | 208 | 41.6 |
farmer | 223 | 44.6 | |
student | 34 | 6.8 | |
government employee | 28 | 5.6 | |
private employee | 7 | 1.4 | |
Ethnicity of the respondent | Amhara | 427 | 85.4 |
Agew | 2 | 0.4 | |
Oromo | 70 | 14 | |
Tigre | 1 | 0.2 | |
Religion of the respondent | Orthodox | 456 | 91.2 |
Muslim | 35 | 7 | |
Protestant | 9 | 1.8 |
Table 1: Socio-demographic varibles by percentage distribution of the study participants Womberma woreda, West Gojjam Zone, North West Ethiopia ,2017.
Variables | Category | Frequency | Percentage (%) |
History of abortion | Yes | 76 | 15.4 |
No | 424 | 84.6 | |
Number of pregnancy | ≤5 | 433 | 86.6 |
>5 | 67 | 13.4 | |
Number of live births | ≤4 | 407 | 81.4 |
>4 | 93 | 18.6 | |
500 | 100 | ||
ANC visits | Yes | 363 | 72.6 |
No | 137 | 27.4 | |
Complication during delivery | Yes | 104 | 20.9 |
No | 396 | 79.1 |
Table 2: Reproductive related variables of the study participants in Womberma Woreda, West Gojjam Zone, North West Ethiopia ,2017.
Variables | Utilizing PNC | Not utilizing PNC | Crude Odd Ratio | Adjusted Odd Ratio | P value |
Pregnancy number | |||||
≤5 | 17 | 50 | 1 | 1 | |
>5 | 63 | 370 | 1.99(1.08-3.68) | 0.29(0.113-0.788) | <0.015 |
Time of FP utilization after delivery | |||||
≤12 month | 6 | 8 | 1 | 1 | |
>12 month | 24 | 147 | 4.59(1.46-14.4) | 3.42(1.03-11.41) | <0.045 |
PNC service utilization in previous delivery | |||||
Yes | 40 | 81 | 1 | 1 | |
No | 40 | 339 | 4.18(2.53-6.9) | 2.75(1.185-6.425) | <0.019 |
Table 3: Factors associated with postnatal care service utilization among women, result from logistic regression analyses, womberma woreda, West Gojjam Zone, North West Ethiopia, 2017.
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