IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v11y2014i1p866-882d32038.html
   My bibliography  Save this article

Exploring Neighborhood Influences on Small-Area Variations in Intimate Partner Violence Risk: A Bayesian Random-Effects Modeling Approach

Author

Listed:
  • Enrique Gracia

    (Department of Social Psychology, University of Valencia, Valencia 46010, Spain)

  • Antonio López-Quílez

    (Department of Statistics and Operations Research, University of Valencia, Burjassot 46100, Spain)

  • Miriam Marco

    (Department of Social Psychology, University of Valencia, Valencia 46010, Spain)

  • Silvia Lladosa

    (Department of Statistics and Operations Research, University of Valencia, Burjassot 46100, Spain)

  • Marisol Lila

    (Department of Social Psychology, University of Valencia, Valencia 46010, Spain)

Abstract

This paper uses spatial data of cases of intimate partner violence against women (IPVAW) to examine neighborhood-level influences on small-area variations in IPVAW risk in a police district of the city of Valencia (Spain). To analyze area variations in IPVAW risk and its association with neighborhood-level explanatory variables we use a Bayesian spatial random-effects modeling approach, as well as disease mapping methods to represent risk probabilities in each area. Analyses show that IPVAW cases are more likely in areas of high immigrant concentration, high public disorder and crime, and high physical disorder. Results also show a spatial component indicating remaining variability attributable to spatially structured random effects. Bayesian spatial modeling offers a new perspective to identify IPVAW high and low risk areas, and provides a new avenue for the design of better-informed prevention and intervention strategies.

Suggested Citation

  • Enrique Gracia & Antonio López-Quílez & Miriam Marco & Silvia Lladosa & Marisol Lila, 2014. "Exploring Neighborhood Influences on Small-Area Variations in Intimate Partner Violence Risk: A Bayesian Random-Effects Modeling Approach," IJERPH, MDPI, vol. 11(1), pages 1-17, January.
    • Handle: RePEc:gam:jijerp:v:11:y:2014:i:1:p:866-882:d:32038
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/11/1/866/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/11/1/866/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Li, Q. & Kirby, R.S. & Sigler, R.T. & Hwang, S.-S. & LaGory, M.E. & Goldenberg, R.L., 2010. "A multilevel analysis of individual, household, and neighborhood correlates of intimate partner violence among low-income pregnant women in Jefferson County, Alabama," American Journal of Public Health, American Public Health Association, vol. 100(3), pages 531-539.
    2. O'Campo, P. & Gielen, A.C. & Faden, R.R. & Xue, X. & Kass, N. & Wang, M.-C., 1995. "Violence by male partners against women during the childbearing year: A contextual analysis," American Journal of Public Health, American Public Health Association, vol. 85(8), pages 1092-1097.
    3. J. Law, 2009. "Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology by LAWSON, A. B," Biometrics, The International Biometric Society, vol. 65(2), pages 661-662, June.
    4. Jane Law & Matthew Quick, 2013. "Exploring links between juvenile offenders and social disorganization at a large map scale: a Bayesian spatial modeling approach," Journal of Geographical Systems, Springer, vol. 15(1), pages 89-113, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ángel Romero-Martínez & Marisol Lila & Manuela Martínez & Vicente Pedrón-Rico & Luis Moya-Albiol, 2016. "Improvements in Empathy and Cognitive Flexibility after Court-Mandated Intervention Program in Intimate Partner Violence Perpetrators: The Role of Alcohol Abuse," IJERPH, MDPI, vol. 13(4), pages 1-13, March.
    2. Miriam Marco & Antonio López-Quílez & David Conesa & Enrique Gracia & Marisol Lila, 2017. "Spatio-Temporal Analysis of Suicide-Related Emergency Calls," IJERPH, MDPI, vol. 14(7), pages 1-13, July.
    3. Chao Song & Yaqian He & Yanchen Bo & Jinfeng Wang & Zhoupeng Ren & Huibin Yang, 2018. "Risk Assessment and Mapping of Hand, Foot, and Mouth Disease at the County Level in Mainland China Using Spatiotemporal Zero-Inflated Bayesian Hierarchical Models," IJERPH, MDPI, vol. 15(7), pages 1-16, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Narayan Sastry & Bonnie Ghosh-Dastidar & John Adams & Anne R. Pebley, 2003. "The Design of Multilevel Survey of Children, Families, and Communities: The Los Angeles Family and Neighborhood Survey," Working Papers 03-21, RAND Corporation.
    2. Wong, William Chi Wai & Chen, Wei Qing & Goggins, William B. & Tang, Catherine S. & Leung, Phil W., 2009. "Individual, familial and community determinants of child physical abuse among high-school students in China," Social Science & Medicine, Elsevier, vol. 68(10), pages 1819-1825, May.
    3. Salma Hamza & Imran Khan & Linlin Lu & Hua Liu & Farkhunda Burke & Syed Nawaz-ul-Huda & Muhammad Fahad Baqa & Aqil Tariq, 2021. "The Relationship between Neighborhood Characteristics and Homicide in Karachi, Pakistan," Sustainability, MDPI, vol. 13(10), pages 1-14, May.
    4. Hsu, Chia-Yueh & Chang, Shu-Sen & Lee, Esther S.T. & Yip, Paul S.F., 2015. "“Geography of suicide in Hong Kong: Spatial patterning, and socioeconomic correlates and inequalities”," Social Science & Medicine, Elsevier, vol. 130(C), pages 190-203.
    5. Rashidi, Parinaz & Wang, Tiejun & Skidmore, Andrew & Mehdipoor, Hamed & Darvishzadeh, Roshanak & Ngene, Shadrack & Vrieling, Anton & Toxopeus, Albertus G., 2016. "Elephant poaching risk assessed using spatial and non-spatial Bayesian models," Ecological Modelling, Elsevier, vol. 338(C), pages 60-68.
    6. Nazeem Muhajarine & Ronald Labonte & Allison Williams & James Randall, 2008. "Person, Perception, and Place: What Matters to Health and Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 85(1), pages 53-80, January.
    7. Kiss, Ligia & Schraiber, Lilia Blima & Heise, Lori & Zimmerman, Cathy & Gouveia, Nelson & Watts, Charlotte, 2012. "Gender-based violence and socioeconomic inequalities: Does living in more deprived neighbourhoods increase women’s risk of intimate partner violence?," Social Science & Medicine, Elsevier, vol. 74(8), pages 1172-1179.
    8. Pei-Sheng Lin, 2014. "Generalized Scan Statistics for Disease Surveillance," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 41(3), pages 791-808, September.
    9. Daniel Schneider, & Sara McLanahan & Kristen Harknett, 2014. "Intimate Partner Violence In The Great Recession," Working Papers wp14-04-ff, Princeton University, School of Public and International Affairs, Center for Research on Child Wellbeing..
    10. Uthman, Olalekan Abdulrahman & Moradi, Tahereh & Lawoko, Stephen, 2009. "The independent contribution of individual-, neighbourhood-, and country-level socioeconomic position on attitudes towards intimate partner violence against women in sub-Saharan Africa: A multilevel m," Social Science & Medicine, Elsevier, vol. 68(10), pages 1801-1809, May.
    11. Lina Zgaga & Felix Agakov & Evropi Theodoratou & Susan M Farrington & Albert Tenesa & Malcolm G Dunlop & Paul McKeigue & Harry Campbell, 2013. "Model Selection Approach Suggests Causal Association between 25-Hydroxyvitamin D and Colorectal Cancer," PLOS ONE, Public Library of Science, vol. 8(5), pages 1-11, May.
    12. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
    13. Sohini Paul, 2016. "Women’s Labour Force Participation and Domestic Violence," Journal of South Asian Development, , vol. 11(2), pages 224-250, August.
    14. Carmen Vives-Cases & Daniel La Parra-Casado & Jesús F. Estévez & Jordi Torrubiano-Domínguez & Belén Sanz-Barbero, 2021. "Intimate Partner Violence against Women during the COVID-19 Lockdown in Spain," IJERPH, MDPI, vol. 18(9), pages 1-9, April.
    15. Ahmed Shoukry Rashad & Mesbah Fathy Sharaf & El Hussien Mansour, 2019. "Does Income Inequality Increase Violence Against Women? An Instrumental Variable Approach," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 31(4), pages 779-808, September.
    16. Haejoo Chung & Edwin Ng & Selahadin Ibrahim & Björn Karlsson & Joan Benach & Albert Espelt & Carles Muntaner, 2013. "Welfare State Regimes, Gender, and Depression: A Multilevel Analysis of Middle and High Income Countries," IJERPH, MDPI, vol. 10(4), pages 1-18, March.
    17. Khalid Al-Ahmadi & Sabah Alahmadi & Ali Al-Zahrani, 2019. "Spatiotemporal Clustering of Middle East Respiratory Syndrome Coronavirus (MERS-CoV) Incidence in Saudi Arabia, 2012–2019," IJERPH, MDPI, vol. 16(14), pages 1-14, July.
    18. Miriam Marco & Enrique Gracia & Antonio López-Quílez & Marisol Lila, 2021. "The Spatial Overlap of Police Calls Reporting Street-Level and Behind-Closed-Doors Crime: A Bayesian Modeling Approach," IJERPH, MDPI, vol. 18(10), pages 1-14, May.
    19. Bao, Jie & Yang, Zhao & Zeng, Weili & Shi, Xiaomeng, 2021. "Exploring the spatial impacts of human activities on urban traffic crashes using multi-source big data," Journal of Transport Geography, Elsevier, vol. 94(C).
    20. Thierno Souleymane Barry & Oscar Ngesa & Nelson Owuor Onyango & Henry Mwambi, 2021. "Bayesian Spatial Modeling of Anemia among Children under 5 Years in Guinea," IJERPH, MDPI, vol. 18(12), pages 1-18, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:11:y:2014:i:1:p:866-882:d:32038. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.