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Insights on weight maintenance and impacts of obesity for two rural populations in the United States and Sweden
Umeå University, Faculty of Medicine, Department of Epidemiology and Global Health.ORCID iD: 0000-0002-2397-3337
2023 (English)Doctoral thesis, comprehensive summary (Other academic)Alternative title
Perspektiv på viktstabilitet och negativa hälsoeffekter av fetma : studier bland glesbygdsbor i USA och Sverige (Swedish)
Abstract [en]

Background: Obesity is a serious public health concern worldwide, and nearly 40% of all adults in the United States and 21% in Sweden are now living with obesity. Efforts focusing mainly on weight loss have fallen short in reducing obesity prevalence. There is a great need for improved insight into what factors may promote a healthy weight, thereby avoiding the adverse health outcomes linked to obesity. Primary weight maintenance is a prevention strategy that emphasizes keeping a long-term stable weight in the non-obese range.

Aim: The overall aims of this thesis were to improve understanding of the patterns of obesity and obesity-related mortality among rural adults in Central New York State (U.S.) and Västerbotten County (Sweden), and to explore factors that are related to primary weight maintenance.

Material and methods: Data from U.S. health surveys and health examinations in Sweden were used to compare twenty-year (1989-2009) trends in body mass index (BMI) and obesity using multi-factor analysis of variance. The association between obesity and risk of 1) premature all-cause death, and 2) premature circulatory death, was compared between the U.S. and Sweden using proportional hazards regression. In 2009, a longitudinal questionnaire of attitudes, behaviors and perceptions regarding weight maintenance was administered to U.S. subjects. Associations between ten-year weight change and survey variables were tested using multiple linear regression, separately for sex and age strata. To gain a deeper understanding of influences, facilitators and barriers to healthy eating and physical activity, a qualitative interview study was conducted with U.S. women aged 26-35, with data analyzed by qualitative content analysis.

Results: Over twenty years, BMI increased for both men and women in all age strata in both countries, and those with no university education consistently had higher BMI than their university-educated counterparts. BMI increased more for younger groups (ages 36-45) compared to those aged 46-55 and 56-62. U.S. females aged 36-45 showed the greatest increases in average BMI, particularly when comparing 1999 to 2009. Increases in the prevalence of obesity (BMI≥30) in Sweden were more modest than in the U.S. Severe obesity (BMI≥35) was associated with significantly increased risk of premature death from all causes and from circulatory causes for all subjects. Severe obesity was less common in Sweden (2% of men, 3% of women) than in the U.S. (8% of men, 9% of women). Nonetheless, severely obese Swedish men had 2.9 times the risk of premature death from all causes compared to those of normal weight, and 4.9 times the risk for circulatory causes. The gradient of risk among U.S. men was significantly lower than in Sweden; those with severe obesity had a 1.6 times increased risk for all-cause premature death and 3.2 times increased risk for premature circulatory death. The pattern of risk among women did not differ between countries. Longitudinal analysis of U.S. health survey participants showed that women aged 26-35 gained the most weight of any group (mean=10.3kg gained over ten years). The variables found to be associated with ten-year weight change were different across sex and age groups. Among women, all variables associated with weight change were exercise-related. Among men, three of the four predictors were focused on eating habits. Interviews with women aged 26-35 revealed the challenges of healthy eating and engaging in physical activity. Women often identified as caregivers for others, and those with more social support, who were financially stable and showed self-efficacy around healthy choices were able to more consistently engage in healthy habits.

Conclusions: Obesity is an increasing problem for the rural adult population in both the U.S. and Sweden. When primary weight maintenance strategies are designed to support individuals towards healthy eating and increased physical activity, the complexity of the living environment must be considered. Individual conditions and personal relationships as well as the physical environment, home environment and work environment must be included in the assessment. Development of targeted programs for primary weight maintenance should be a focus of public health work for adults in rural areas in both Sweden and the U.S.

Place, publisher, year, edition, pages
Umeå: Umeå universitet , 2023. , p. 90
Series
Umeå University medical dissertations, ISSN 0346-6612 ; 2224
Keywords [en]
Obesity, Obesity trends, Premature mortality, Obesity prevention, Weight maintenance, Primary weight maintenance, Rural, United States, Sweden, Public health
National Category
Public Health, Global Health and Social Medicine
Research subject
Public health
Identifiers
URN: urn:nbn:se:umu:diva-204543ISBN: 978-91-7855-987-9 (electronic)ISBN: 978-91-7855-986-2 (print)OAI: oai:DiVA.org:umu-204543DiVA, id: diva2:1734559
Public defence
2023-03-03, ULED Triple Helix, Umeå, 09:00 (English)
Opponent
Supervisors
Note

Zoom link: https://umu.zoom.us/j/67748741045

Available from: 2023-02-10 Created: 2023-02-06 Last updated: 2025-02-20Bibliographically approved
List of papers
1. Comparison of bias resulting from two methods of self-reporting height and weight: a validation study
Open this publication in new window or tab >>Comparison of bias resulting from two methods of self-reporting height and weight: a validation study
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2014 (English)In: JRSM Open, E-ISSN 2054-2704, Vol. 5, no 6, article id 2042533313514048Article in journal (Refereed) Published
Abstract [en]

OBJECTIVES: To contrast the validity of two modes of self-reported height and weight data.

DESIGN: Subjects' self-reported height and weight by mailed survey without expectation of subsequent measurement. Subjects were later offered a physical exam, where they self-reported their height and weight again, just prior to measurement. Regression equations to predict actual from self-reported body mass index (BMI) were fitted for both sets of self-reported values. Residual analyses assessed bias resulting from application of each regression equation to the alternative mode of self-report. Analyses were stratified by gender.

SETTING: Upstate New York.

PARTICIPANTS: Subjects (n = 260) with survey, pre-exam and measured BMI.

MAIN OUTCOME MEASURES: Prevalence of obesity based on two modes of self-report and also measured values. Bias resulting from misapplication of correction equations.

RESULTS: Accurate prediction of measured BMI was possible for both self-report modes for men (R (2 )= 0.89 survey, 0.85 pre-exam) and women (R (2 )= 0.92 survey, 0.97 pre-exam). Underreporting of BMI was greater for survey than pre-exam but only significantly so in women. Obesity prevalence was significantly underestimated by 10.9% (p < 0.001) and 14.9% (p < 0.001) for men and 5.4% (p = 0.007) and 11.2% (p < 0.001) for women, for pre-exam and survey, respectively. Residual analyses showed that significant bias results when a regression model derived from one mode of self-report is used to correct BMI values estimated from the alternative mode.

CONCLUSIONS: Both modes significantly underestimated obesity prevalence. Underestimation of actual BMI is greater for survey than pre-exam self-report for both genders, indicating that equations adjusting for self-report bias must be matched to the self-report mode.

Place, publisher, year, edition, pages
Sage Publications, 2014
Keywords
epidemiology, obesity, public health, research methods
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-204538 (URN)10.1177/2042533313514048 (DOI)25057397 (PubMedID)
Available from: 2023-02-06 Created: 2023-02-06 Last updated: 2025-02-20Bibliographically approved
2. Increasing body mass index and obesity trends in the United States outpaced Sweden: a comparison of rural populations over 20 years
Open this publication in new window or tab >>Increasing body mass index and obesity trends in the United States outpaced Sweden: a comparison of rural populations over 20 years
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(English)Manuscript (preprint) (Other academic)
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-204540 (URN)
Available from: 2023-02-06 Created: 2023-02-06 Last updated: 2025-02-20
3. Sex-specific associations between body mass index and death before life expectancy: a comparative study from the USA and Sweden
Open this publication in new window or tab >>Sex-specific associations between body mass index and death before life expectancy: a comparative study from the USA and Sweden
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2019 (English)In: Global Health Action, ISSN 1654-9716, E-ISSN 1654-9880, Vol. 12, no 1, article id 1580973Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Understanding the impact of obesity on premature mortality is critical, as obesity has become a global health issue.

OBJECTIVE: To contrast the relationship between body mass index (BMI) and premature death (all-cause; circulatory causes) in New York State (USA) and Northern Sweden.

METHODS: Baseline data were obtained between 1989 and 1999 via questionnaires (USA) and health exams (Sweden), with mortality data from health departments, public sources (USA) and the Swedish Death Register. Premature death was death before life expectancy based on sex and year of birth. Within country and sex, time to premature death was compared across BMI groups (18.5-24.9 kg/m2 (reference), 25-29.9 kg/m2, 30.0-34.9 kg/m2, ≥35.0 kg/m2) using Proportional Hazards regression. Absolute risk (deaths/100,000 person-years) was compared for the same stratifications among nonsmokers.

RESULTS: 60,600 Swedish (47.8% male) and 31,198 US subjects (47.7% male) were included. Swedish males with BMI≥30 had increased hazards (HR) of all-cause premature death relative to BMI 18.5-24.9 (BMI 30-34.9, HR = 1.71 (95% CI: 1.44, 2.02); BMI≥35, HR = 2.89 (2.16, 3.88)). BMI≥25 had increased hazards of premature circulatory death (BMI 25-29.9, HR = 1.66 (1.32, 2.08); BMI 30-34.9, HR = 3.02 (2.26, 4.03); BMI≥35, HR = 4.91 (3.05, 7.90)). Among US males, only BMI≥35 had increased hazards of all-cause death (HR = 1.63 (1.25, 2.14)), while BMI 30-34.9 (HR = 1.83 (1.20, 2.79)) and BMI≥35 (HR = 3.18 (1.96, 5.15)) had increased hazards for circulatory death. Swedish females showed elevated hazards with BMI≥30 for all-cause (BMI 30-34.9, HR = 1.42 (1.18, 1.71) and BMI≥35, HR = 1.61 (1.21, 2.15) and with BMI≥35 (HR = 3.11 (1.72, 5.63)) for circulatory death. For US women, increased hazards were observed among BMI≥35 (HR = 2.10 (1.60, 2.76) for all-cause and circulatory HR = 3.04 (1.75, 5.30)). Swedish males with BMI≥35 had the highest absolute risk of premature death (762/100,000 person-years).

CONCLUSIONS: This study demonstrates a markedly increased risk of premature death associated with increasing BMI among Swedish males, a pattern not duplicated among females.

Keywords
Obesity, all-cause mortality, circulatory disease mortality, longitudinal studies, premature mortality
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-158199 (URN)10.1080/16549716.2019.1580973 (DOI)000463650600001 ()30947624 (PubMedID)2-s2.0-85063935842 (Scopus ID)
Available from: 2019-04-16 Created: 2019-04-16 Last updated: 2025-02-21Bibliographically approved
4. One strategy does not fit all: an exploration of behavioral factors related to weight change over ten years in rural New York adults
Open this publication in new window or tab >>One strategy does not fit all: an exploration of behavioral factors related to weight change over ten years in rural New York adults
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(English)Manuscript (preprint) (Other academic)
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-204541 (URN)
Available from: 2023-02-06 Created: 2023-02-06 Last updated: 2025-02-20
5. Trying to fit it all in: a qualitative exploration of young women’s motivators and barriers to making healthy lifestyle choices
Open this publication in new window or tab >>Trying to fit it all in: a qualitative exploration of young women’s motivators and barriers to making healthy lifestyle choices
(English)Manuscript (preprint) (Other academic)
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-204542 (URN)
Available from: 2023-02-06 Created: 2023-02-06 Last updated: 2025-02-20

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