Prevalence of intimate partner violence against women in Sweden and Spain: A psychometric study of the ‘Nordic paradox’

The high prevalence of intimate partner violence against women (IPVAW) in countries with high levels of gender equality has been defined as the “Nordic paradox”. In this study we compared physical and sexual IPVAW prevalence data in two countries exemplifying the Nordic paradox: Sweden (N = 1483) and Spain (N = 1447). Data was drawn from the European Union Agency for Fundamental Rights Survey on violence against women. To ascertain whether differences between these two countries reflect true differences in IPVAW prevalence, and to rule out the possibility of measurement bias, we conducted a set of analyses to ensure measurement equivalence, a precondition for appropriate and valid cross-cultural comparisons. Results showed that in both countries items were measuring two separate constructs, physical and sexual IPVAW, and that these factors had high internal consistency and adequate validity. Measurement equivalence analyses (i.e., differential item functioning, and multigroup confirmatory factor analysis) supported the comparability of data across countries. Latent means comparisons between the Spanish and the Swedish samples showed that scores on both the physical and sexual IPVAW factors were significantly higher in Sweden than in Spain. The effect sizes of these differences were large: 89.1% of the Swedish sample had higher values in the physical IPVAW factor than the Spanish average, and this percentage was 99.4% for the sexual IPVAW factor as compared to the Spanish average. In terms of probability of superiority, there was an 80.7% and 96.1% probability that a Swedish woman would score higher than a Spanish woman in the physical and the sexual IPVAW factors, respectively. Our results showed that the higher prevalence of physical and sexual IPVAW in Sweden than in Spain reflects actual differences and are not the result of measurement bias, supporting the idea of the Nordic paradox.

[1]  Violence: Intimate Partner , 2020, Family Practice Guidelines.

[2]  R. Arce,et al.  Psychological Harm in Women Victims of Intimate Partner Violence: Epidemiology and Quantification of Injury in Mental Health Markers , 2018, Psychosocial Intervention.

[3]  A. Ayala,et al.  The effect of macrosocial policies on violence against women: a multilevel study in 28 European countries , 2018, International Journal of Public Health.

[4]  E. Gracia,et al.  Country of residence, gender equality and victim blaming attitudes about partner violence: a multilevel analysis in EU , 2018, European journal of public health.

[5]  Juan Merlo,et al.  Multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA) within an intersectional framework. , 2017, Social science & medicine.

[6]  Paul E. Spector,et al.  Measurement Invariance of the Satisfaction With Life Scale Across 26 Countries , 2017 .

[7]  T. Tracey,et al.  Use of multi-group confirmatory factor analysis in examining measurement invariance in counseling psychology research , 2017 .

[8]  Marc H Bornstein,et al.  Measurement Invariance Conventions and Reporting: The State of the Art and Future Directions for Psychological Research. , 2016, Developmental review : DR.

[9]  Jesús M. Alvarado,et al.  Best Alternatives to Cronbach's Alpha Reliability in Realistic Conditions: Congeneric and Asymmetrical Measurements , 2016, Front. Psychol..

[10]  E. Gracia,et al.  Intimate partner violence against women and the Nordic paradox. , 2016, Social science & medicine.

[11]  George Leckie,et al.  An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy: The Case of Neighbourhoods and Health , 2016, PloS one.

[12]  A. Tiwari,et al.  A Cross-Cultural Understanding of Depression Among Abused Women , 2016, Violence against women.

[13]  L. Heise,et al.  Cross-national and multilevel correlates of partner violence: an analysis of data from population-based surveys. , 2015, The Lancet. Global health.

[14]  P. Schmidt,et al.  Measurement Equivalence in Cross-National Research , 2014 .

[15]  A. Gori,et al.  Intimate partner violence: relationships between alexithymia, depression, attachment styles, and coping strategies of battered women. , 2014, The journal of sexual medicine.

[16]  L. Heise,et al.  What works to prevent violence against women and girls? State of the field of violence against women and girls: What do we know and what are the knowledge gaps? , 2014 .

[17]  Daniel A. Sass,et al.  Evaluating Model Fit With Ordered Categorical Data Within a Measurement Invariance Framework: A Comparison of Estimators , 2014 .

[18]  Jacquelyn C. Campbell,et al.  The global prevalence of intimate partner homicide: a systematic review , 2013, The Lancet.

[19]  Stephen S. Lim,et al.  The Global Prevalence of Intimate Partner Violence Against Women , 2013, Science.

[20]  C. Taft,et al.  Psychometric properties of the WHO Violence Against Women instrument in a female population-based sample in Sweden: a cross-sectional survey , 2013, BMJ Open.

[21]  Joseph A. Rios,et al.  Decisions that make a difference in detecting differential item functioning , 2013 .

[22]  Tara Mullen,et al.  Confidence Intervals for the Probability of Superiority Effect Size Measure and the Area Under a Receiver Operating Characteristic Curve , 2012, Multivariate behavioral research.

[23]  L. Heise What Works to Prevent Partner Violence? An Evidence Overview. , 2011 .

[24]  Daniel A. Sass,et al.  Testing Measurement Invariance and Comparing Latent Factor Means Within a Confirmatory Factor Analysis Framework , 2011 .

[25]  Paul K Crane,et al.  lordif: An R Package for Detecting Differential Item Functioning Using Iterative Hybrid Ordinal Logistic Regression/Item Response Theory and Monte Carlo Simulations. , 2011, Journal of statistical software.

[26]  S. C. Roberts What can alcohol researchers learn from research about the relationship between macro-level gender equality and violence against women? , 2011, Alcohol and alcoholism.

[27]  C. Mikton Preventing intimate partner and sexual violence against women: taking action and generating evidence , 2010, Injury Prevention.

[28]  Ronald Fischer,et al.  Testing measurement invariance across groups: applications in cross-cultural research. , 2010 .

[29]  S. Schwartz,et al.  Bringing Values Back In The Adequacy of the European Social Survey to Measure Values in 20 Countries , 2008 .

[30]  Eldad Davidov,et al.  A cross-country and cross-time comparison of the human values measurements with the second round of the European Social Survey , 2008 .

[31]  B. Schei,et al.  Partner violence and health: Results from the first national study on violence against women in Norway , 2008, Scandinavian journal of public health.

[32]  F. Chen Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance , 2007 .

[33]  Amery D. Wu,et al.  Decoding the Meaning of Factorial Invariance and Updating the Practice of Multi-group Confirmatory Factor Analysis: A Demonstration With TIMSS Data , 2007 .

[34]  J. Archer Cross-Cultural Differences in Physical Aggression Between Partners: A Social-Role Analysis , 2006, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[35]  R. Grissom,et al.  Effect Sizes for Research : Univariate and Multivariate Applications, Second Edition , 2005 .

[36]  Carrie L. Yodanis Gender Inequality, Violence Against Women, and Fear , 2004, Journal of interpersonal violence.

[37]  C V Cases,et al.  World report on violence and health , 2003 .

[38]  Sehee Hong,et al.  Testing Configural, Metric, Scalar, and Latent Mean Invariance Across Genders in Sociotropy and Autonomy Using a Non-Western Sample , 2003 .

[39]  T. Steingrimsdottir,et al.  Emotional, physical, and sexual abuse in patients visiting gynaecology clinics: a Nordic cross-sectional study , 2003, The Lancet.

[40]  B. Zumbo Does item-level DIF manifest itself in scale-level analyses? Implications for translating language tests , 2003 .

[41]  Jacquelyn C. Campbell,et al.  Health consequences of intimate partner violence , 2002, The Lancet.

[42]  Gordon W. Cheung,et al.  Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance , 2002 .

[43]  A. Winkvist,et al.  Researching domestic violence against women: methodological and ethical considerations. , 2001, Studies in family planning.

[44]  R. Vandenberg,et al.  A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research , 2000 .

[45]  Timothy R. Miller,et al.  Logistic Regression and Its Use in Detecting Differential Item Functioning in Polytomous Items , 1996 .

[46]  R. MacCallum,et al.  Power analysis and determination of sample size for covariance structure modeling. , 1996 .

[47]  Gordon C. Barclay,et al.  The European Sourcebook on Crime and Criminal Justice Statistics , 1996 .

[48]  F. Wilson JAMES BRYCE ON PUBLIC OPINION: FIFTY YEARS LATER , 1939 .

[49]  Dennis E. Reidy,et al.  Gender inequality and gender-based violence: Extensions to adolescent dating violence , 2018 .

[50]  J. Temple,et al.  Adolescent dating violence: Theory, research, and prevention , 2018 .

[51]  W. Revelle psych: Procedures for Personality and Psychological Research , 2017 .

[52]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[53]  Charlotte Watts,et al.  Global and regional estimates of violence against women: prevalence and health effects of intimate partner violence and non-partner sexual violence. , 2013 .

[54]  D. Eignor The standards for educational and psychological testing. , 2013 .

[55]  Verena Wiget GENDER EQUALITY IN THE EUROPEAN UNION , 2012 .

[56]  Benjamin J. Howard,et al.  The Main Results , 2012 .

[57]  Bengt Muthén,et al.  Weighted Least Squares Estimation with Missing Data , 2010 .

[58]  Julia Macke,et al.  European Union Agency for Fundamental Rights , 2006 .

[59]  M. Ellsberg,et al.  Researching violence against women: a practical guide for researchers and activists , 2005 .

[60]  Lori Heise,et al.  Violence by intimate partners. , 2002 .

[61]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[62]  Alija Kulenović,et al.  Standards for Educational and Psychological Testing , 1999 .

[63]  C. Juma,et al.  [The United Nations Development Program]. , 1969, Die Agnes Karll-Schwester, der Krankenpfleger.