Research Article | | Peer-Reviewed

Determinants of Ethiopian Men’s Attitudes Toward Wife Emotional Abuse Using Logistic Regression

Received: 1 April 2024     Accepted: 28 April 2024     Published: 6 August 2024
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Abstract

The purpose of this study was to determine the contributing elements to emotional abuse against women. The data was analyzed using binary logistic regression and descriptive statistics, with women's emotional violence serving as the response variable. In order to achieve the goal, 4720 women between the ages of 15 and 49 who were acquired from the 2016 Ethiopian Demographic and Health Survey were included. The Hosmer and Lemeshow test indicates that the model matches the data quite well. Descriptive statistics show that, out of the 4720 women respondents who participated in the survey, 3667 (77.69%) were not subjected to emotional violence, while 1053 (22.31%) were. Based on the outcome of the binary logistic regression study indicates that the variable level of education, marital status, smoking cigarette, drink alcohol, chat chewing and religion are statistically significant factors on emotional violence. The variable level of education is one of significance variable on emotional violence. Therefore, the concerned body should include topics elimination of violence against women in the education system.

Published in Humanities and Social Sciences (Volume 12, Issue 4)
DOI 10.11648/j.hss.20241204.13
Page(s) 91-97
Creative Commons

This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.

Copyright

Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

Women Emotional Abuse, Binary Logistic Regression, Ethiopia

1. Introduction
1.1. Background of the Study
Emotional abuse is a technique used to exert power over another person by criticizing, humiliating, blaming, or otherwise manipulating them with their emotions. In general, a relationship is considered emotionally abusive when a pattern of abusive language and bullying actions wears down a person's self-esteem and jeopardizes their mental health. Additionally, while mental or emotional abuse is most prevalent in dating and married relationships, it can occur in any relationship, including those between friends, relatives, and coworkers .
Avoid the temptation to rationalize their actions by telling yourself "it's not that bad." Bear in mind that everyone needs to be treated with dignity and kindness. If you often experience feelings of being hurt, irritated, confused, misunderstood, depressed, nervous, or useless in your interactions, the likelihood is that your relationship is emotionally .
Being formed to feel inferior or humiliated was among the most commonly reported type of psychological harm. The most impacted groups are those who don't work for pay; those who are divorced, separated, or widowed; those with only a high school degree; those in the middle quintile of wealth; those whose husbands abuse alcohol frequently; and those whose fathers physically abuse their moms. Cuts, bruises, and aches were the most frequent injuries sustained by victims of spousal violence, followed by burns, sprains, dislocations, and eye injuries .
Emotional abuse expressed as insults, continuous degradation, calling of names and withholding family support.one survivor of violence identified that her husband used to say he should not have marital a prostitute and that hurt her a great deal. A young women in the women’s group also indicated that it always upsets her when her husband called her a dependent (Tiwir). Many women found with holding of money tormenting shouldering the domestic tasks women suffers when men fail to provide money for the family and squander their property. The problem gets worse if the woman does not have her individual income which is often the case. Men also use the fact that they are the breadwinners to shut women up when they ask for money, resource were said to be under the control of the husband.
Abuse towards women remains a serious problem and a threat to women's empowerment in Ethiopia. Sexual, emotional, and physical abuse of women ruins their upbringing and education, threatens their health and capacity to work, and upends their social networks and connections .
Emotional abuse typically targets people with the least resources and influence, just like other forms of abuse. When someone abuses someone emotionally, they are trying to make the victim feel less valuable and respectable .
Domestic violence in Ethiopia is widely acknowledged to be a serious concern from the perspectives of economics, health, and human rights. Ethiopia's government rewrote the country's criminal code in 2005, family law in 2000, and constitution in 2005 to uphold and defend women's and children's rights and advance gender parity.
Report for EDHS 2016 ever married women age 15-49 more than one-third of ever married women (35%) report that they have experienced physical, emotional or sexual violence from their husband or partner at some point in time. 24% that they experienced emotional violence of women reported .25, 11% physical and sexual violence respectively.
Experience of physical, emotional or sexual violence from a husband or partner is higher among older women 40-49(38%), formal married women (45%) living rural area (36%), and women in Oromia (39%), Harari (38%) and Amhara (37%).Experience of spousal violence decreases with increase education level and household wealth .34% ever married women age 15-49 have ever experienced physical, sexual, or emotional violence by their current husband /partner if currently married or most resent husband /partner formerly married
In Ethiopia many studies studded on the domestic violence in general, that is physical violence, sexual violence and emotional violence many researchers focus on physical violence few on sexual violence there is no work on depending on emotional violence in a particular pattern.
At the previous study studded on in 12 months period interval to determine the factor of domestic violence, but the present study is based on in 12 months period and at the past.
1.2. Objectives
1.2.1. General Objective
The general objective of this study is the determinants of Ethiopian men’s Attitudes toward Wife emotional abuse using logistic regression analysis
1.2.2. Specific Objectives
The specific goals of the study are to:
(i) Identify the major causes and contributing factors of men’s attitude towards wife emotional abuse
(ii) Examine the association between socio-demographic factors with Ethiopian men’s attitude towards wife emotional abuse.
1.3. Significance of the Study
Domestic violence against women has affected major psychological trauma disability and heart smiting deaths among women of reproductive age in both developed and developing countries in which the enigma in developing countries like Ethiopia is estimated to account for 5% for their healthy years life loss . It also has serious repercussions on children life which has resulted in poor performance in schools increased probability of delinquency leaving homes early, risk of abuse and joining street life, engagement in substance abuse, attempting to commit suicide and disturbing the family . So, the finding of the study will make to change attitudes of the people, prevent harm, to show readers the severity of the problem, literatures to enrich emotional violence and give information to governmental and non-governmental organization in setting policies strategies and further investigation for understanding emotional abuse.
2. Methods
2.1. Study Population and Period
The Ethiopian Population and Health Survey (EDHS 2016) was used in the study. This is Ethiopia's fourth Population and Health Survey. The Ethiopian Statistics Services (ESS) carried it out between January 18, 2016, and June 27, 2016.
2.2. Data
We use secondary data from EDHS and extract data by using EDHS Guidelines.
2.3. Sampling Design
The sampling frame used for the 2016 EDHS is that the Ethiopia Population and Housing Census (PHC), which was conducted in 2007 by the Ethiopia Central Statistical Agency. The census frame may be a complete list of 84,915 enumeration areas (EAs) created for the 2007 PHC. An EA may be a geographical area covering on the average 181 households.
Ethiopia splits administratively into two administration cities and nine countries. Two steps went into stratifying and choosing from the 2016 EDHS sample. Twenty-one sampling strata were produced by stratifying each region into urban and rural areas.
EA sample were chosen in two stages, individually, for each stratum. By sorting the sampling frame within each sampling stratum prior to sample selection, consistent with administrative units in multiple levels, and by using a probability proportional to size selection at the primary stage of sampling, implicit stratification and proportional allocation were achieved at each of the lower administrative levels. A total of 645 EAs—202 in urban areas and 443 in rural areas—were chosen independently in each sampling stratum and with a probability corresponding to the size of the EA (based on the 2007 PHC) in the initial stage of the process.
The households on the generated lists were selected for the final stage using them as a sampling frame.
Using an equal probability systematic selection method, a fixed number of 28 households per cluster were chosen from the newly formed household listing in the second stage of selection.
Interviews were available for all females aged 15 to 49 and all males age 15 to 59 who were either long-term inhabitants of the selected homes or guests who spent the night before the survey. Thus, this study has extracted 4720 women’s selected to the total of 15683 eligible women in the EDHS-2016 data.
As there's no missing value within the studied variables, the analysis is carried on all 4720 women. This study is predicated on a complete of dataset 4720 women aged 15-49 were selected .
2.4. Data Analysis Method
In this work, binary logistic regression, the chi square test and descriptive statistics were employed to
analysis the determinants of women emotional violence in Ethiopia. Finding the value of the chi-square is given by: x = .
Where Oij is the observed frequency Eij is the expected value with degree of freedom r-1(c-1) the level of significance is 0.05. In this study, the variable of interest (Men’s Attitudes toward Wife emotional abuse) is dichotomous variable. When the response variable is a dichotomous it is appropriate to use Binary logistic regression to describe the relationship between the outcome variable and a set of predictor variables.
Suppose = ( , ,…, ), denotes the vector of predictor variables for the individual, i=(1,2,…,4720).
The probability of success of the individual (that is the probability that the men’s attitude towards wife emotional abuse) given his background characteristics is given by:
=prob ( )= and =prob ( ) = , where ( ) is a vector of unknown parameters. is row vector
Logisticregressionmodel:
Logisticregressionmodel: = = (1)
logit(
logit( )=ln[ ]= = + +,…,+ (2)
Generally, Binary logistic regression is a type of logistic regression that is used when the dependent variable is dichotomous and the predictor variables are of any type .
3. Result and Discussion
3.1. Descriptive Statistics
Table 1's results showed that, at the 0.05 level of significance, there is a significant relationship between emotional aggression and the following factors: age, chat chewing, religion, smoking status, married status, educational attainment, occupation, and length of cohabitation (Table 1).
From 4720 women who participated in the study 3667(77.69%) are not exposed for emotional violence and 1053(22.31%) are exposed emotional violence. Emotional violence is also differs by location of the residence. The highest prevalence rate of emotional aggression was observed on mothers living in rural area so, 22.74% emotional abuse was observed on mothers living in rural area. In the wealth index, middle category is the highest percentage emotional violence than the other wealth indexes (Table 1).
The proportion of emotional violence with age group 15-19, 20-24, 25-29, 30-34, 35-39, 40-44, 45-49 were 15.29%, 19.31%, 20.52%, 22.78%, 26.47%, 22.7%, 30.38% respectively. The age group 25-29 had the highest percentage of emotional abuse than other age groups. Similarly, the proportion of emotional violence with cohabitation duration 0-4, 5-9, 10-14, 15-19, 20-24, 25-29, >30 were 17.11%, 20.39%, 22.18%, 24.24%, 26.50%, 26.78%, 28.58% respectively. The (duration of married) group 10-14 years had the highest percentage of emotional abuse than other cohabitation durations. Compared to other marital status categories, married women had the highest percentage of emotional aggression (Table 1).
Table 1. Frequency, percentage and chi-square test of association factor of emotional violence in Ethiopia.

Explanatory variable

Emotional Violence

Chi-sq.(sig)

Not emotional violence

Emotional Violence

Variables

Categories

Number

Percent

Number

Percent

Total%

Df

Resident

Urban

956

78.94

255

21.06

1211

1

1.474(0.225)

Rural

2,711

77.26

798

22.74

3509

Religion

Orthodox

1,368

75.79

437

24.21

1805

3

32.608(0.00)

protestant

625

74.85

210

25.15

835

Muslim

1,619

81.23

374

18.77

1993

Others

55

63.21

32

36.79

87

Wealth index

Poorest

1,149

79.02

305

20.98

1454

4

7.933(0.094)

Poorer

656

76.10

206

23.89

862

Middle

676

75.78

216

24.22

892

Richer

599

76.70

182

23.30

781

Richest

587

80.3

144

19.7

731

Smoking

No

3,635

77.92

1030

22.08

4665

1

12.219(0.00)

Yes

32

58.18

23

41.82

55

Marital status

Married

3,171

78.65

861

21.35

4032

4

33.074(0.00)

Living with partner

68

74.72

23

25.28

91

Widowed

137

82.53

29

17.47

166

Divorced

224

65.88

116

34.12

340

Separated

67

73.63

24

26.37

91

Education

Noeducation

2,097

76.67

638

23.33

2735

3

15.39(0.002)

Primary

1,016

76.97

304

23.03

1320

Secondary

355

81.98

78

18.02

433

Higher

199

85.77

33

14.23

232

Occupation

Non- working

1,901

80.10

477

19.89

2378

1

14.009(0.00)

Working

1766

75.4

576

24.6

2342

Drinking

No

2,535

79.51

653

20.49

3188

1

18.90(0.00)

Yes

1,132

73.89

400

26.11

1532

Chat chewing

No

3,251

78.31

900

21.69

4151

1

7.83(0.005)

Yes

416

73.11

153

26.89

569

Age

15-19

255

84.71

46

15.29

301

6

35.6(0.00)

20-24

677

80.69

162

19.31

839

25-29

856

79.48

221

20.52

1077

30-34

722

77.22

213

22.78

935

35-39

553

73.53

199

26.47

752

40-45

361

77.30

106

22.70

467

45-49

243

69.62

106

30.38

349

Cohabitation duration (marital duration)

0-4

761

82.89

157

17.11

918

6

32.29(0.00)

5-9

742

79.61

190

20.39

932

10-14

751

77.82

214

22.18

965

15-19

600

75.76

192

24.24

792

20-24

405

73.50

146

26.50

551

25-29

268

73.22

98

26.78

366

>30

140

71.42

56

28.58

196

3.2. Model of Binary Logistic Regression
3.2.1. Hosmer and Lemeshow Test
A chi-square test is used to check whether there is an interaction between the regresses and response variables. The result presented on (Table 2) showed that the value of X2(8) is 5.411, it is insignificant at alpha 0.05(p-value 0.713>0.05). We can conclude that the fitted logistic regression model is good fit of the data.
Table 2. Hosmer and lemeshow Test.

Chi-square

Degree of freedom

Sig.

5.411

8

.0.713

3.2.2. Binary Logistic Regression Model
From Table 3 shows that for predicting wife emotional violence. The factors level of education; smoking cigarette, marital status, drinking alcohol, chat chewing, and religion are factors of the outcome variable.
Based on the result likelihood of women emotional abuse were lower for primary education as compared to higher level of education, while the other variable are constant in the model. The emotional violence of women with primary level of education was about 39.5% lower than those with higher level of education. This result is inconsistent with .
The other factor that has a significant association with women emotional abuse is smoking cigarettes. The odds of emotional violence are increased by 2.1 times with smoker women as compared to the non-smoker ones. This support evidence from .
The finding of this study also revealed that the likelihood of emotional abuse were higher for divorced women that marrieds. Windowed women are about 39.5% vournalable to emotional violence than married women.
The result of this study also shows that women with chewing chat were about 57.9% more likely exposed to emotional violence as compared to those who did not chew chat. A study by also reports a positive association between chewing chat and women emotional violence.
Drinking alcohol is the other significant factor for women emotional violence. The likelihood of emotional violence for drank women is 30.4% higher that women that didn’t drink alcohol. This finding is in agreement with .
The result of this study also revealed that religious is the other significant factor of women emotional violence. The odds of emotional violence for protestant women are 1.4 times higher than an orthodox. Muslims are less likely to be encountered with emotional violence as compared to Orthodox Christian. A study also shows a similar result.
Table 3. Emotional abuse for binary logistic regression model.

Factor

Category

S.E

Exp ()

Sig.

95% CI of β xp ()

Lower upper

Education

(Higher)

Level

No education

-0.0119

0.0872

0.988

0.8908

0.832

1.172

Primary

-0.3698

0.1428

0.691

0.0096*

0.519

0.910

Secondary

-0.7173

0.2052

0.488

0.0004*

0.322

0.721

Cigarette

(Nonsmoking)

Smoking

0.7829

0.2862

2.188

0.0062*

1.235

3.815

Marital Status

(Married)

Live with partner

0.2040

0.2517

1.226

0.4176

0.734

1.979

Widowed

-0.5018

0.2152

0.605

0.0197*

0.390

0.910

Divorced

0.6016

0.1263

1.825

1.9e-0*

1.421

2.333

Separated

0.1634

0.2477

1.178

0.5094

0.711

1.887

Alcohol

(Not drink) Drank

0.2651

0.1155

1.304

0.0217*

1.041

1.637

Chat

(Not chewing)

Chewing chat

0.4566

0.1120

1.579

4.6e-05*

1.265

1.964

Religion

(orthodox)

Muslim

-0.1779

0.1266

0.837

0.1598

0.654

1.074

Protestant

0.3327

0.1285

1.395

0.0096*

1.084

1.796

Other

0.7087

0.2413

2.031

0.0033*

1.255

3.242

Constant

Constant

-1.9055

0.2079

0.149

< 2e-16*

0.098

0.222

Reference categories are in parenthesis
4. Conclusion and Recommendation
4.1. Conclusion
Descriptive statistics, Binary logistic regression model were used to identify the determinant of Ethiopian men’s attitude towards wife emotional abuse. Out of 4720 women respondents include in the study 3667(77.69%) are not emotional violence and 1053(22.31%) are emotional violence.
From the output of binary logistic regression analysis indicates that the variable education level, marital status, smoking cigarette, drink alcohol, chat chewing and religion are statistically significant factors on emotional violence.
Emotional violence with primary and secondary education level was more affected to violence than compare to higher education level. Education level increase, the violence of emotional abuse is decrease. The result of this study indicated that marital status is significant predictor of emotional violence. Emotional violence with widowed and divorced marital status more affected emotional abuse than compared to married marital status.
4.2. Recommendations
Based on the result of this study the following recommendations are announced.
The concerned body should create awareness for low education level. The result shows that as education level increase; the violence of emotional abuse is decrease. Therefore, the concerned body should include topics elimination of emotional abuse in education system.
The current revealed study that marital status was significantly associated with the likelihood of emotional abuse. In particular, women with divorced were more affected to emotional violence than compare to married women. Therefore recommends reducing divorce rate the government should to create proclamation and punishment based on marital status.
The result revealed that addiction substances were positively associated with the likelihood of emotional violence. In particular, women with addiction substances were more affected to emotional abuse than compare to non-addiction. Thus the concerned body should increase tax on the addiction substances like smoking cigarette, drink alcohol and chat chewing.
Abbreviations

ESS

Ethiopian Statistics Service

DHS

Demographic and Health Survey

EAs

Enumeration Areas

EDHS

Ethiopian Demographic and Health Survey

EPHC

Ethiopian Population and Housing Census

Funding
The authors received no financial support for this study.
Conflicts of Interest
The authors declared no potential conflicts of interest with respect to the research.
References
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[3] AWOSAN FF, AJEH DO. Pattern and Impact of Physical and Emotional Abuse on Women in Nigeria. EBSU Journal of Social Sciences and Humanities. 2023; 13(1).
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    Mekonen, A. A., Kefelegn, E., Delie, A. M. (2024). Determinants of Ethiopian Men’s Attitudes Toward Wife Emotional Abuse Using Logistic Regression. Humanities and Social Sciences, 12(4), 91-97. https://doi.org/10.11648/j.hss.20241204.13

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    Mekonen, A. A.; Kefelegn, E.; Delie, A. M. Determinants of Ethiopian Men’s Attitudes Toward Wife Emotional Abuse Using Logistic Regression. Humanit. Soc. Sci. 2024, 12(4), 91-97. doi: 10.11648/j.hss.20241204.13

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    Mekonen AA, Kefelegn E, Delie AM. Determinants of Ethiopian Men’s Attitudes Toward Wife Emotional Abuse Using Logistic Regression. Humanit Soc Sci. 2024;12(4):91-97. doi: 10.11648/j.hss.20241204.13

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  • @article{10.11648/j.hss.20241204.13,
      author = {Aychew Alemie Mekonen and Ermyas Kefelegn and Amare Mebrat Delie},
      title = {Determinants of Ethiopian Men’s Attitudes Toward Wife Emotional Abuse Using Logistic Regression
    },
      journal = {Humanities and Social Sciences},
      volume = {12},
      number = {4},
      pages = {91-97},
      doi = {10.11648/j.hss.20241204.13},
      url = {https://doi.org/10.11648/j.hss.20241204.13},
      eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.hss.20241204.13},
      abstract = {The purpose of this study was to determine the contributing elements to emotional abuse against women. The data was analyzed using binary logistic regression and descriptive statistics, with women's emotional violence serving as the response variable. In order to achieve the goal, 4720 women between the ages of 15 and 49 who were acquired from the 2016 Ethiopian Demographic and Health Survey were included. The Hosmer and Lemeshow test indicates that the model matches the data quite well. Descriptive statistics show that, out of the 4720 women respondents who participated in the survey, 3667 (77.69%) were not subjected to emotional violence, while 1053 (22.31%) were. Based on the outcome of the binary logistic regression study indicates that the variable level of education, marital status, smoking cigarette, drink alcohol, chat chewing and religion are statistically significant factors on emotional violence. The variable level of education is one of significance variable on emotional violence. Therefore, the concerned body should include topics elimination of violence against women in the education system.
    },
     year = {2024}
    }
    

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    AU  - Aychew Alemie Mekonen
    AU  - Ermyas Kefelegn
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    Y1  - 2024/08/06
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    N1  - https://doi.org/10.11648/j.hss.20241204.13
    DO  - 10.11648/j.hss.20241204.13
    T2  - Humanities and Social Sciences
    JF  - Humanities and Social Sciences
    JO  - Humanities and Social Sciences
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    EP  - 97
    PB  - Science Publishing Group
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    UR  - https://doi.org/10.11648/j.hss.20241204.13
    AB  - The purpose of this study was to determine the contributing elements to emotional abuse against women. The data was analyzed using binary logistic regression and descriptive statistics, with women's emotional violence serving as the response variable. In order to achieve the goal, 4720 women between the ages of 15 and 49 who were acquired from the 2016 Ethiopian Demographic and Health Survey were included. The Hosmer and Lemeshow test indicates that the model matches the data quite well. Descriptive statistics show that, out of the 4720 women respondents who participated in the survey, 3667 (77.69%) were not subjected to emotional violence, while 1053 (22.31%) were. Based on the outcome of the binary logistic regression study indicates that the variable level of education, marital status, smoking cigarette, drink alcohol, chat chewing and religion are statistically significant factors on emotional violence. The variable level of education is one of significance variable on emotional violence. Therefore, the concerned body should include topics elimination of violence against women in the education system.
    
    VL  - 12
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  • Abstract
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  • Document Sections

    1. 1. Introduction
    2. 2. Methods
    3. 3. Result and Discussion
    4. 4. Conclusion and Recommendation
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  • Abbreviations
  • Funding
  • Conflicts of Interest
  • References
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