Literature DB >> 24832413

A novel system dynamics model of female obesity and fertility.

Nasim S Sabounchi1, Peter S Hovmand, Nathaniel D Osgood, Roland F Dyck, Emily S Jungheim.   

Abstract

OBJECTIVES: Our objective was to create a system dynamics model specific to weight gain and obesity in women of reproductive age that could inform future health policies and have the potential for use in preconception interventions targeting obese women.
METHODS: We used our system dynamics model of obesity in women to test various strategies for family building, including ovulation induction versus weight loss to improve ovulation. Outcomes included relative fecundability, postpartum body mass index, and mortality.
RESULTS: Our system dynamics model demonstrated that obese women who become pregnant exhibit increasing obesity levels over time with elevated morbidity and mortality. Alternatively, obese women who lose weight prior to pregnancy have improved reproductive outcomes but may risk an age-related decline in fertility, which can affect overall family size.
CONCLUSIONS: Our model highlights important public health issues regarding obesity in women of reproductive age. The model may be useful in preconception counseling of obese women who are attempting to balance the competing risks associated with age-related declines in fertility and clinically meaningful weight loss.

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Year:  2014        PMID: 24832413      PMCID: PMC4056216          DOI: 10.2105/AJPH.2014.301898

Source DB:  PubMed          Journal:  Am J Public Health        ISSN: 0090-0036            Impact factor:   9.308


  44 in total

1.  Prediction of body weight changes caused by changes in energy balance.

Authors:  E Christiansen; L Garby
Journal:  Eur J Clin Invest       Date:  2002-11       Impact factor: 4.686

2.  Dynamic energy-balance model predicting gestational weight gain.

Authors:  Diana M Thomas; Jesus E Navarro-Barrientos; Daniel E Rivera; Steven B Heymsfield; Carl Bredlau; Leanne M Redman; Corby K Martin; Sally A Lederman; Linda M Collins; Nancy F Butte
Journal:  Am J Clin Nutr       Date:  2011-12-14       Impact factor: 7.045

3.  Body-mass index and mortality among 1.46 million white adults.

Authors:  Amy Berrington de Gonzalez; Patricia Hartge; James R Cerhan; Alan J Flint; Lindsay Hannan; Robert J MacInnis; Steven C Moore; Geoffrey S Tobias; Hoda Anton-Culver; Laura Beane Freeman; W Lawrence Beeson; Sandra L Clipp; Dallas R English; Aaron R Folsom; D Michal Freedman; Graham Giles; Niclas Hakansson; Katherine D Henderson; Judith Hoffman-Bolton; Jane A Hoppin; Karen L Koenig; I-Min Lee; Martha S Linet; Yikyung Park; Gaia Pocobelli; Arthur Schatzkin; Howard D Sesso; Elisabete Weiderpass; Bradley J Willcox; Alicja Wolk; Anne Zeleniuch-Jacquotte; Walter C Willett; Michael J Thun
Journal:  N Engl J Med       Date:  2010-12-02       Impact factor: 91.245

4.  From "thrifty genotype" to "hefty fetal phenotype": the relationship between high birthweight and diabetes in Saskatchewan Registered Indians.

Authors:  R F Dyck; H Klomp; L Tan
Journal:  Can J Public Health       Date:  2001 Sep-Oct

5.  Metabolic syndrome in childhood: association with birth weight, maternal obesity, and gestational diabetes mellitus.

Authors:  Charlotte M Boney; Anila Verma; Richard Tucker; Betty R Vohr
Journal:  Pediatrics       Date:  2005-03       Impact factor: 7.124

6.  Energy imbalance underlying the development of childhood obesity.

Authors:  Nancy F Butte; Edmund Christiansen; Thorkild I A Sørensen
Journal:  Obesity (Silver Spring)       Date:  2007-12       Impact factor: 5.002

7.  Reconciling statistical and systems science approaches to public health.

Authors:  Edward H Ip; Hazhir Rahmandad; David A Shoham; Ross Hammond; Terry T-K Huang; Youfa Wang; Patricia L Mabry
Journal:  Health Educ Behav       Date:  2013-10

8.  Consensus on women's health aspects of polycystic ovary syndrome (PCOS): the Amsterdam ESHRE/ASRM-Sponsored 3rd PCOS Consensus Workshop Group.

Authors:  Bart C J M Fauser; Basil C Tarlatzis; Robert W Rebar; Richard S Legro; Adam H Balen; Roger Lobo; Enrico Carmina; Jeffrey Chang; Bulent O Yildiz; Joop S E Laven; Jacky Boivin; Felice Petraglia; C N Wijeyeratne; Robert J Norman; Andrea Dunaif; Stephen Franks; Robert A Wild; Daniel Dumesic; Kurt Barnhart
Journal:  Fertil Steril       Date:  2011-12-06       Impact factor: 7.329

Review 9.  Maternal-fetal resource allocation: co-operation and conflict.

Authors:  A L Fowden; T Moore
Journal:  Placenta       Date:  2012-05-30       Impact factor: 3.481

Review 10.  Early markers of adult obesity: a review.

Authors:  T D Brisbois; A P Farmer; L J McCargar
Journal:  Obes Rev       Date:  2011-12-16       Impact factor: 9.213

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  15 in total

1.  Risks Factors and Treatment Use Related to Infertility and Impaired Fecundity Among Reproductive-Aged Women.

Authors:  Sara Crawford; Ruben A Smith; Sachiko A Kuwabara; Violanda Grigorescu
Journal:  J Womens Health (Larchmt)       Date:  2017-02-10       Impact factor: 2.681

2.  Systems science for obesity-related research questions: an introduction to the theme issue.

Authors:  Patricia L Mabry; Regina M Bures
Journal:  Am J Public Health       Date:  2014-05-15       Impact factor: 9.308

3.  Spatial dynamics of access to primary care for the medicaid population.

Authors:  Nasim Sabounchi; Nasser Sharareh; Fatima Irshaidat; Serdar Atav
Journal:  Health Syst (Basingstoke)       Date:  2018-12-28

4.  Optimizing Behavioral Interventions to Regulate Gestational Weight Gain With Sequential Decision Policies Using Hybrid Model Predictive Control.

Authors:  Penghong Guo; Daniel E Rivera; Yuwen Dong; Sunil Deshpande; Jennifer S Savage; Emily E Hohman; Abigail M Pauley; Krista S Leonard; Danielle Symons Downs
Journal:  Comput Chem Eng       Date:  2022-02-08       Impact factor: 3.845

5.  Semi-physical Identification and State Estimation of Energy Intake for Interventions to Manage Gestational Weight Gain.

Authors:  Penghong Guo; Daniel E Rivera; Danielle S Downs; Jennifer S Savage
Journal:  Proc Am Control Conf       Date:  2016-08-01

6.  A System Dynamics Model of Serum Prostate-Specific Antigen Screening for Prostate Cancer.

Authors:  Anton Palma; David W Lounsbury; Nicolas F Schlecht; Ilir Agalliu
Journal:  Am J Epidemiol       Date:  2015-12-24       Impact factor: 4.897

Review 7.  Systems science and systems thinking for public health: a systematic review of the field.

Authors:  Gemma Carey; Eleanor Malbon; Nicole Carey; Andrew Joyce; Brad Crammond; Alan Carey
Journal:  BMJ Open       Date:  2015-12-30       Impact factor: 2.692

8.  Towards a novel model for studying the nutritional stage dynamics of the Colombian population by age and socioeconomic status.

Authors:  Jose D Meisel; Olga L Sarmiento; Camilo Olaya; Pablo D Lemoine; Juan A Valdivia; Roberto Zarama
Journal:  PLoS One       Date:  2018-02-08       Impact factor: 3.240

9.  Using a system dynamics model to study the obesity transition by socioeconomic status in Colombia at the country, regional and department levels.

Authors:  Jose D Meisel; Angie M Ramirez; Valentina Esguerra; Felipe Montes; Ivana Stankov; Olga L Sarmiento; Juan A Valdivia
Journal:  BMJ Open       Date:  2020-06-03       Impact factor: 2.692

10.  Using systems science to understand the determinants of inequities in healthy eating.

Authors:  Sharon Friel; Melanie Pescud; Eleanor Malbon; Amanda Lee; Robert Carter; Joanne Greenfield; Megan Cobcroft; Jane Potter; Lucie Rychetnik; Beth Meertens
Journal:  PLoS One       Date:  2017-11-30       Impact factor: 3.240

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