Literature DB >> 32201470

Development and evaluation of an agent-based model of sexual partnership.

Andrea K Knittel1, Rick L Riolo2, Rachel C Snow1.   

Abstract

The agent-based model presented here builds on existing models, allowing for multiple partnerships, including those overlapping in time, to examine sexual partnerships, with the goal of hypothesis testing and guiding data collection. Within each model run, agents are assigned characteristics (including quality, aspiration, courtship duration, and ideal number of lifetime partners) and then search for partners; existing couples choose whether they should break up, remain dating, or become sexual partners. Model behavior was tested across a wide range of parameters and compared with empirical data. The model produces numbers of lifetime sexual partners, and partners in the last year, rates of concurrency, and relationship durations similar to nationally representative data from the US; it also generates correlations in partners' quality similar to those reported for marriage and dating partners. Model results highlight the importance of individual preferences, interactions between individuals, and contextual factors in sexual decision-making.

Entities:  

Keywords:  agent-based model; sexual behavior; validation

Year:  2011        PMID: 32201470      PMCID: PMC7083591          DOI: 10.1177/1059712311422611

Source DB:  PubMed          Journal:  Adapt Behav        ISSN: 1059-7123            Impact factor:   1.942


  19 in total

1.  American adolescents: sexual mixing patterns, bridge partners, and concurrency.

Authors:  KthleenN Ford; Woosung Sohn; James Lepkowski
Journal:  Sex Transm Dis       Date:  2002-01       Impact factor: 2.830

2.  Emergent patterns of mate choice in human populations.

Authors:  Jorge Simão; Peter M Todd
Journal:  Artif Life       Date:  2003       Impact factor: 0.667

3.  Do people really know their sex partners? Concurrency, knowledge of partner behavior, and sexually transmitted infections within partnerships.

Authors:  Lydia N Drumright; Pamina M Gorbach; King K Holmes
Journal:  Sex Transm Dis       Date:  2004-07       Impact factor: 2.830

Review 4.  Large-network concepts and small-network characteristics: fixed and variable factors.

Authors:  Richard Rothenberg; Stephen Q Muth
Journal:  Sex Transm Dis       Date:  2007-08       Impact factor: 2.830

5.  Excess mortality among blacks and whites in the United States.

Authors:  A T Geronimus; J Bound; T A Waidmann; M M Hillemeier; P B Burns
Journal:  N Engl J Med       Date:  1996-11-21       Impact factor: 91.245

Review 6.  Sexually transmitted diseases and sexual behavior: insights from mathematical models.

Authors:  G P Garnett; R M Anderson
Journal:  J Infect Dis       Date:  1996-10       Impact factor: 5.226

7.  Validity and reliability in reporting sexual partners and condom use in a Swiss population survey.

Authors:  A Jeannin; E Konings; F Dubois-Arber; C Landert; G Van Melle
Journal:  Eur J Epidemiol       Date:  1998-02       Impact factor: 8.082

8.  Concurrent partnerships and the spread of HIV.

Authors:  M Morris; M Kretzschmar
Journal:  AIDS       Date:  1997-04       Impact factor: 4.177

9.  Neighborhood socioeconomic environment and sexual network position.

Authors:  Caroline M Fichtenberg; Jacky M Jennings; Thomas A Glass; Jonathan M Ellen
Journal:  J Urban Health       Date:  2010-02-06       Impact factor: 3.671

10.  Patterns of sexual partnerships among adolescent females.

Authors:  M M Howard; J D Fortenberry; M J Blythe; G D Zimet; D P Orr
Journal:  J Adolesc Health       Date:  1999-05       Impact factor: 5.012

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