Data Mining Approach: What Determines the Wellbeing of Women in Montenegro, North Macedonia, and Serbia?

Women's happiness and life satisfaction, often summarized as subjective wellbeing, are of great value for most individuals and are associated with various determinants. The countries of the Western Balkan are of particular interest after the political changes in the nineties. Are the women sati...

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Published inFrontiers in public health Vol. 10; p. 873845
Main Authors Bjegovic-Mikanovic, Vesna, Wenzel, Helmut, Laaser, Ulrich
Format Journal Article
LanguageEnglish
Published Switzerland Frontiers Media S.A 01.06.2022
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Abstract Women's happiness and life satisfaction, often summarized as subjective wellbeing, are of great value for most individuals and are associated with various determinants. The countries of the Western Balkan are of particular interest after the political changes in the nineties. Are the women satisfied with their lives today? We use the most recent datasets of the Multiple Indicator Cluster Surveys (MICS) for women 15-49 years old and with comparable data coverage for three countries of the Western Balkan belonging to the former Yugoslavia, namely Montenegro, North Macedonia, and Serbia. After sorting out variables of limited relevance or quality (missing values >50%), the remaining 32 variables followed a descriptive analysis. Four potential determinants of subjective wellbeing (SWB), an integration of happiness and satisfaction with life, entered an interactive Classification and Regression Tree (iC&RT) to account for their mostly bivariate format: age, education, region, and wealth. The iC&RT analysis determines the influence of 4 independent variables (age, education, region, and wealth) on overall happiness, satisfaction with life, and subjective wellbeing, resulting in a high overall SWB of 88.9% for Montenegro, 82.1% for North Macedonia, and 83% for Serbia. The high relevance of younger age, higher education, and wealth, as critical determinants of a high SWB, and the lesser role of regions except for Serbia is confirmed. The spread of SWB in defined population subgroups ranges from 80.5-92.6% for Montenegro, 64.2-86.8% for North Macedonia, and 75.8-87.4% for Serbia. The three selected South-Eastern European countries of the former Yugoslavia (Montenegro, North Macedonia, Serbia) represent high levels of subjective wellbeing of women and a narrow range between the lowest and highest population groups. Women in Montenegro take a top position regarding their subjective wellbeing.
AbstractList BackgroundWomen's happiness and life satisfaction, often summarized as subjective wellbeing, are of great value for most individuals and are associated with various determinants. The countries of the Western Balkan are of particular interest after the political changes in the nineties. Are the women satisfied with their lives today? MethodsWe use the most recent datasets of the Multiple Indicator Cluster Surveys (MICS) for women 15-49 years old and with comparable data coverage for three countries of the Western Balkan belonging to the former Yugoslavia, namely Montenegro, North Macedonia, and Serbia. After sorting out variables of limited relevance or quality (missing values >50%), the remaining 32 variables followed a descriptive analysis. Four potential determinants of subjective wellbeing (SWB), an integration of happiness and satisfaction with life, entered an interactive Classification and Regression Tree (iC&RT) to account for their mostly bivariate format: age, education, region, and wealth. ResultsThe iC&RT analysis determines the influence of 4 independent variables (age, education, region, and wealth) on overall happiness, satisfaction with life, and subjective wellbeing, resulting in a high overall SWB of 88.9% for Montenegro, 82.1% for North Macedonia, and 83% for Serbia. The high relevance of younger age, higher education, and wealth, as critical determinants of a high SWB, and the lesser role of regions except for Serbia is confirmed. The spread of SWB in defined population subgroups ranges from 80.5-92.6% for Montenegro, 64.2-86.8% for North Macedonia, and 75.8-87.4% for Serbia. ConclusionsThe three selected South-Eastern European countries of the former Yugoslavia (Montenegro, North Macedonia, Serbia) represent high levels of subjective wellbeing of women and a narrow range between the lowest and highest population groups. Women in Montenegro take a top position regarding their subjective wellbeing.
Background Women's happiness and life satisfaction, often summarized as subjective wellbeing, are of great value for most individuals and are associated with various determinants. The countries of the Western Balkan are of particular interest after the political changes in the nineties. Are the women satisfied with their lives today? Methods We use the most recent datasets of the Multiple Indicator Cluster Surveys (MICS) for women 15–49 years old and with comparable data coverage for three countries of the Western Balkan belonging to the former Yugoslavia, namely Montenegro, North Macedonia, and Serbia. After sorting out variables of limited relevance or quality (missing values >50%), the remaining 32 variables followed a descriptive analysis. Four potential determinants of subjective wellbeing (SWB), an integration of happiness and satisfaction with life, entered an interactive Classification and Regression Tree (iC&RT) to account for their mostly bivariate format: age, education, region, and wealth. Results The iC&RT analysis determines the influence of 4 independent variables (age, education, region, and wealth) on overall happiness, satisfaction with life, and subjective wellbeing, resulting in a high overall SWB of 88.9% for Montenegro, 82.1% for North Macedonia, and 83% for Serbia. The high relevance of younger age, higher education, and wealth, as critical determinants of a high SWB, and the lesser role of regions except for Serbia is confirmed. The spread of SWB in defined population subgroups ranges from 80.5–92.6% for Montenegro, 64.2–86.8% for North Macedonia, and 75.8–87.4% for Serbia. Conclusions The three selected South-Eastern European countries of the former Yugoslavia (Montenegro, North Macedonia, Serbia) represent high levels of subjective wellbeing of women and a narrow range between the lowest and highest population groups. Women in Montenegro take a top position regarding their subjective wellbeing.
Women's happiness and life satisfaction, often summarized as subjective wellbeing, are of great value for most individuals and are associated with various determinants. The countries of the Western Balkan are of particular interest after the political changes in the nineties. Are the women satisfied with their lives today? We use the most recent datasets of the Multiple Indicator Cluster Surveys (MICS) for women 15-49 years old and with comparable data coverage for three countries of the Western Balkan belonging to the former Yugoslavia, namely Montenegro, North Macedonia, and Serbia. After sorting out variables of limited relevance or quality (missing values >50%), the remaining 32 variables followed a descriptive analysis. Four potential determinants of subjective wellbeing (SWB), an integration of happiness and satisfaction with life, entered an interactive Classification and Regression Tree (iC&RT) to account for their mostly bivariate format: age, education, region, and wealth. The iC&RT analysis determines the influence of 4 independent variables (age, education, region, and wealth) on overall happiness, satisfaction with life, and subjective wellbeing, resulting in a high overall SWB of 88.9% for Montenegro, 82.1% for North Macedonia, and 83% for Serbia. The high relevance of younger age, higher education, and wealth, as critical determinants of a high SWB, and the lesser role of regions except for Serbia is confirmed. The spread of SWB in defined population subgroups ranges from 80.5-92.6% for Montenegro, 64.2-86.8% for North Macedonia, and 75.8-87.4% for Serbia. The three selected South-Eastern European countries of the former Yugoslavia (Montenegro, North Macedonia, Serbia) represent high levels of subjective wellbeing of women and a narrow range between the lowest and highest population groups. Women in Montenegro take a top position regarding their subjective wellbeing.
Author Laaser, Ulrich
Bjegovic-Mikanovic, Vesna
Wenzel, Helmut
AuthorAffiliation 1 Faculty of Medicine , Belgrade , Serbia
3 Faculty of Health Sciences, Bielefeld University , Bielefeld , Germany
2 Consultant , Konstanz , Germany
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Cites_doi 10.1007/s11205-014-0747-y
10.4103/njcp.njcp_278_17
10.1016/j.ypmed.2019.105754
10.1093/aje/kww182
10.1371/journal.pone.0190387
10.1093/eurpub/ckx081
10.11576/seejph-4116
10.1016/S0140-6736(13)61489-0
10.1002/ijop.12136
10.1037/xge0000108
10.1111/j.1745-6924.2008.00078.x
10.4103/jfmpc.jfmpc_156_20
10.1192/bjp.bp.111.091496
10.1037/0022-3514.90.4.680
10.1352/0895-8017(2000)105<0336:OTCCOH>2.0.CO;2
10.1142/9097
10.7551/mitpress/2242.003.0012
10.1080/07399332.2017.1288531
10.1016/S0140-6736(15)01087-9
10.5502/ijw.v2.i4.1
10.1093/eurpub/ckp200
10.1080/01621459.1998.10473750
10.1016/S0140-6736(16)30062-9
10.29173/pandpr19869
10.1146/annurev-publhealth-040218-044150
10.1016/S0140-6736(16)30896-0
10.2471/BLT.18.211607
10.1007/s10902-004-8789-5
10.1080/13607863.2015.1023766
10.1007/s11482-017-9582-z
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Keywords happiness
MICS
North Macedonia
life satisfaction
subjective wellbeing
Serbia
Montenegro
women
Language English
License Copyright © 2022 Bjegovic-Mikanovic, Wenzel and Laaser.
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Edited by: Mohiuddin Md. Taimur Khan, Washington State University Tri-Cities, United States
This article was submitted to Environmental health and Exposome, a section of the journal Frontiers in Public Health
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References 36452946 - Front Public Health. 2022 Nov 10;10:1040582
36844834 - Front Public Health. 2023 Feb 09;11:1147196
B64
Ford (B31) 2015; 144
Sachs (B57) 2016
B24
Inglehart (B26) 2000
Dahlgren (B48) 1991
(B11) 2001
Abdallah (B16) 2012
Johnson (B68) 2006; 90
Carver (B27) 2000; 105
Simovic (B69) 2012
Jaswal (B18) 2020; 9
Read (B14) 2016; 20
Trudel-Fitzgerald (B22) 2019; 126
Diener (B1) 2009
Chipman (B54) 1998; 93
B70
B30
Weich (B17) 2011; 199
B33
B34
B35
B37
Inglehart (B36) 2008; 3
B38
B39
Eikemo (B28) 2010; 20
Lietz (B9) 2016
Steptoe (B6) 2015; 385
Hart (B23) 2018; 13
Nisbet (B56) 2009
Diener (B58) 2015; 50
Lu (B67) 2004; 5
Rokach (B55) 2014
B40
B41
Manandhar (B63) 2018; 96
B42
Zaharijević (B29) 2017; 1
B43
B44
Ye (B8) 2015; 123
Liu (B20) 2016; 387
B45
B46
B47
Covan (B65) 2017; 38
(B60) 2011
Hommerich (B2) 2012; 2
(B4) 2016; 387
Kubzansky (B66) 2016; 388
Saevi (B13) 2012; 6
Hassenstab (B32) 2017
B50
B51
B52
Galletta (B53)
Aboalshamat (B10) 2018; 21
B59
B19
D'Agostino (B15) 2019; 14
Indrayan (B49) 2013
Jowett (B5) 1920
Steptoe (B3) 2019; 40
Ljaljevic (B7) 2021
Kim (B21) 2017; 185
Botterman (B12) 2015
B61
B62
Ngamaba (B25) 2017; 27
References_xml – ident: B35
– volume-title: Well-being Patterns Uncovered: An Analysis of UK Data
  year: 2012
  ident: B16
  contributor:
    fullname: Abdallah
– volume: 123
  start-page: 519
  year: 2015
  ident: B8
  article-title: Culture and happiness
  publication-title: Soc Indic Res
  doi: 10.1007/s11205-014-0747-y
  contributor:
    fullname: Ye
– ident: B41
– ident: B45
– volume: 21
  start-page: 1038
  year: 2018
  ident: B10
  article-title: The relationship between resilience, happiness, and life satisfaction in dental and medical students in Jeddah, Saudi Arabia
  publication-title: Niger J Clin Pract.
  doi: 10.4103/njcp.njcp_278_17
  contributor:
    fullname: Aboalshamat
– ident: B64
– volume-title: Social Indicators Research Series: Vol. 37. The Science of Wellbeing: The Collected Works of Ed Diener.
  year: 2009
  ident: B1
  contributor:
    fullname: Diener
– volume: 126
  start-page: 105754
  year: 2019
  ident: B22
  article-title: Prospective associations of happiness and optimism with lifestyle over up to two decades
  publication-title: Prev Med
  doi: 10.1016/j.ypmed.2019.105754
  contributor:
    fullname: Trudel-Fitzgerald
– ident: B50
– volume: 185
  start-page: 21
  year: 2017
  ident: B21
  article-title: Optimism and cause-specific mortality: a prospective cohort study
  publication-title: Am J Epidemiol
  doi: 10.1093/aje/kww182
  contributor:
    fullname: Kim
– volume: 13
  start-page: e0190387
  year: 2018
  ident: B23
  article-title: Contextual correlates of happiness in European adults
  publication-title: PLoS ONE.
  doi: 10.1371/journal.pone.0190387
  contributor:
    fullname: Hart
– volume: 27
  start-page: 879
  year: 2017
  ident: B25
  article-title: How strongly related are health status and subjective Well-being? Systematic review and meta-analysis
  publication-title: Eur J Public Health.
  doi: 10.1093/eurpub/ckx081
  contributor:
    fullname: Ngamaba
– ident: B39
– ident: B61
– ident: B59
– year: 2021
  ident: B7
  article-title: Women in montenegro exhibit a high degree of happiness and life satisfaction: data from the multiple indicator cluster survey 2018
  publication-title: S East Eur J Public Health
  doi: 10.11576/seejph-4116
  contributor:
    fullname: Ljaljevic
– ident: B40
– ident: B44
– ident: B24
– volume: 385
  start-page: 640
  year: 2015
  ident: B6
  article-title: Subjective well-being, health, and ageing
  publication-title: Lancet
  doi: 10.1016/S0140-6736(13)61489-0
  contributor:
    fullname: Steptoe
– volume-title: World Happiness Report 2016, Update (Vol. I)
  year: 2016
  ident: B57
  article-title: Happiness and sustainable development: concepts and evidence (sine pp.)
  contributor:
    fullname: Sachs
– volume: 50
  start-page: 135
  year: 2015
  ident: B58
  article-title: Subjective well-being and human welfare around the world as reflected in the Gallup World Poll
  publication-title: Int J Psychol.
  doi: 10.1002/ijop.12136
  contributor:
    fullname: Diener
– volume-title: Handbook of Statistical Analysis and Data Mining Applications
  year: 2009
  ident: B56
  contributor:
    fullname: Nisbet
– volume: 144
  start-page: 1053
  year: 2015
  ident: B31
  article-title: Culture shapes whether the pursuit of happiness predicts higher or lower well-being
  publication-title: J Exp Psychol Gen.
  doi: 10.1037/xge0000108
  contributor:
    fullname: Ford
– volume: 3
  start-page: 264
  year: 2008
  ident: B36
  article-title: Development, freedom and rising happiness: a global perspective (1981–2006)
  publication-title: Perspect Psychol Sci
  doi: 10.1111/j.1745-6924.2008.00078.x
  contributor:
    fullname: Inglehart
– ident: B30
– volume-title: An empirical multilevel study of the relation between community level social cohesion indicators and individual social capital in Flanders, Belgium
  year: 2015
  ident: B12
  contributor:
    fullname: Botterman
– ident: B34
– ident: B51
– volume: 9
  start-page: 4826
  year: 2020
  ident: B18
  article-title: Understanding the determinants of happiness through Gallup World Poll
  publication-title: J Family Med Prim Care
  doi: 10.4103/jfmpc.jfmpc_156_20
  contributor:
    fullname: Jaswal
– ident: B38
– volume: 199
  start-page: 23
  year: 2011
  ident: B17
  article-title: Mental well-being and mental illness: findings from the adult psychiatric morbidity survey for England 2007
  publication-title: Br J Psychiatry.
  doi: 10.1192/bjp.bp.111.091496
  contributor:
    fullname: Weich
– volume: 90
  start-page: 680
  year: 2006
  ident: B68
  article-title: How money buys happiness: genetic and environmental processes linking finances and life satisfaction
  publication-title: J Personal Soc Psychol
  doi: 10.1037/0022-3514.90.4.680
  contributor:
    fullname: Johnson
– volume: 1
  start-page: 135
  year: 2017
  ident: B29
  article-title: The strange case of yugoslav feminism: feminism and socialism in “the East”
  publication-title: Montenegrin J Soc Sci.
  contributor:
    fullname: Zaharijević
– volume-title: Medical biostatistics
  year: 2013
  ident: B49
  contributor:
    fullname: Indrayan
– volume: 105
  start-page: 336
  year: 2000
  ident: B27
  article-title: On the continuous calibration of happiness
  publication-title: Am J Ment Retard
  doi: 10.1352/0895-8017(2000)105<0336:OTCCOH>2.0.CO;2
  contributor:
    fullname: Carver
– ident: B43
– volume-title: Data Mining with Decision Trees. Theory and Applications, 2nd Ed.
  year: 2014
  ident: B55
  doi: 10.1142/9097
  contributor:
    fullname: Rokach
– volume-title: Culture and Subjective Well-being
  year: 2000
  ident: B26
  article-title: Genes, Culture, democracy, and happiness
  doi: 10.7551/mitpress/2242.003.0012
  contributor:
    fullname: Inglehart
– volume: 38
  start-page: 73
  year: 2017
  ident: B65
  article-title: Gender, mental health, and happiness
  publication-title: Health Care Women Int.
  doi: 10.1080/07399332.2017.1288531
  contributor:
    fullname: Covan
– volume: 387
  start-page: 874
  year: 2016
  ident: B20
  article-title: Million women study collaborators
  publication-title: Lancet.
  doi: 10.1016/S0140-6736(15)01087-9
  contributor:
    fullname: Liu
– ident: B62
– ident: B47
– volume: 2
  start-page: 292
  year: 2012
  ident: B2
  article-title: Happiness: does culture matter?
  publication-title: Int J Wellbeing.
  doi: 10.5502/ijw.v2.i4.1
  contributor:
    fullname: Hommerich
– volume: 20
  start-page: 640
  year: 2010
  ident: B28
  article-title: Educational health inequalities in former Yugoslavia: evidence from the South-East European Social Survey Project
  publication-title: Eur J Public Health.
  doi: 10.1093/eurpub/ckp200
  contributor:
    fullname: Eikemo
– volume: 93
  start-page: 935
  year: 1998
  ident: B54
  article-title: Bayesian CART Model Search
  publication-title: J Am Stat Assoc
  doi: 10.1080/01621459.1998.10473750
  contributor:
    fullname: Chipman
– volume-title: Gender Mainstreaming for Health Managers: A Practical Approach
  year: 2011
  ident: B60
– volume: 387
  start-page: 1251
  year: 2016
  ident: B4
  publication-title: Lancet
  doi: 10.1016/S0140-6736(16)30062-9
– volume-title: Aristotle's Politics
  year: 1920
  ident: B5
  contributor:
    fullname: Jowett
– start-page: 135
  volume-title: Centre for South Eastern European Law School, Coord: Legal Perspectives of Gender Equality in South East Europe.
  year: 2012
  ident: B69
  article-title: Country report on legal perspectives of gender equality in montenegro
  contributor:
    fullname: Simovic
– start-page: 4
  volume-title: Policies and Strategies to Promote Social Equity in Health
  year: 1991
  ident: B48
  contributor:
    fullname: Dahlgren
– volume: 6
  start-page: 180
  year: 2012
  ident: B13
  article-title: Why mollenhauer matters: a response to klaus mollenhauer's book forgotten connections on culture and upbringing translated into english, edited and with an introduction by Norm Friesen
  publication-title: Phenomenol Pract
  doi: 10.29173/pandpr19869
  contributor:
    fullname: Saevi
– ident: B33
– ident: B52
– ident: B37
– volume: 40
  start-page: 339
  year: 2019
  ident: B3
  article-title: Happiness and Health
  publication-title: Annu Rev Public Health.
  doi: 10.1146/annurev-publhealth-040218-044150
  contributor:
    fullname: Steptoe
– volume: 388
  start-page: 27
  year: 2016
  ident: B66
  article-title: Happiness, health, and mortality
  publication-title: Lancet.
  doi: 10.1016/S0140-6736(16)30896-0
  contributor:
    fullname: Kubzansky
– start-page: 380
  volume-title: Gender (In)equality and Gender Politics in Southeastern Europe. A Question of Justice (Gender and Politics series)
  year: 2017
  ident: B32
  contributor:
    fullname: Hassenstab
– ident: B42
– volume: 96
  start-page: 644
  year: 2018
  ident: B63
  article-title: Gender, health and the 2030 agenda for sustainable development
  publication-title: Bull World Health Organ.
  doi: 10.2471/BLT.18.211607
  contributor:
    fullname: Manandhar
– volume: 5
  start-page: 269
  year: 2004
  ident: B67
  article-title: Culture and conceptions of happiness: individual oriented and social oriented SWB
  publication-title: J Happiness Stud.
  doi: 10.1007/s10902-004-8789-5
  contributor:
    fullname: Lu
– ident: B46
– year: 2001
  ident: B11
– volume-title: On the Determinants of Happiness: A Classification and Regression Tree (CART) Approach
  ident: B53
  contributor:
    fullname: Galletta
– start-page: 149
  volume-title: Special Volume 2016, A Global Public Health Curriculum (2nd Edition)
  year: 2016
  ident: B9
  article-title: R 2.10 the concept of Wellbeing and its measurement
  contributor:
    fullname: Lietz
– volume: 20
  start-page: 529
  year: 2016
  ident: B14
  article-title: Socio-economic position and subjective health and well-being among older people in Europe: a systematic narrative review
  publication-title: Aging Ment Health
  doi: 10.1080/13607863.2015.1023766
  contributor:
    fullname: Read
– volume: 14
  start-page: 85
  year: 2019
  ident: B15
  article-title: The determinants of subjective well-being of young adults in Europe
  publication-title: Appl Res Qual Life
  doi: 10.1007/s11482-017-9582-z
  contributor:
    fullname: D'Agostino
– ident: B70
– ident: B19
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Snippet Women's happiness and life satisfaction, often summarized as subjective wellbeing, are of great value for most individuals and are associated with various...
Background Women's happiness and life satisfaction, often summarized as subjective wellbeing, are of great value for most individuals and are associated with...
BackgroundWomen's happiness and life satisfaction, often summarized as subjective wellbeing, are of great value for most individuals and are associated with...
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StartPage 873845
SubjectTerms Adolescent
Adult
Data Mining
Female
happiness
Humans
life satisfaction
MICS
Middle Aged
Montenegro
Montenegro - epidemiology
North Macedonia
Public Health
Republic of North Macedonia - epidemiology
Serbia - epidemiology
subjective wellbeing
Surveys and Questionnaires
Young Adult
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Title Data Mining Approach: What Determines the Wellbeing of Women in Montenegro, North Macedonia, and Serbia?
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