reverse causality
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Author(s):  
Fabrizio Ferretti ◽  
Michele Mariani ◽  
Elena Sarti

The impact of soft drinks on obesity has been widely investigated during the last decades. Conversely, the role of obesity as a factor influencing the demand for soft drinks remains largely unexplored. However, understanding potential changes in the demand for soft drinks, as a result of changes in the spread of obesity, may be useful to better design a comprehensive strategy to curb soft drink consumption. In this paper, we aim to answer the following research question: Does the prevalence of obesity affect the demand for soft drinks? For this purpose, we collected data in a sample of 97 countries worldwide for the period 2005–2019. To deal with problems of reverse causality, an instrumental variable approach and a two-stage least squares method were used to estimate the impact of the age-standardized obesity rate on the market demand for soft drinks. After controlling for several demographic and socio-economic confounding factors, we found that a one percent increase in the prevalence of obesity increases the consumption of soft drinks and carbonated soft drinks by about 2.37 and 1.11 L per person/year, respectively. Our findings corroborate the idea that the development of an obesogenic food environment is a self-sustaining process, in which obesity and unhealthy lifestyles reinforce each other, and further support the need for an integrated approach to curb soft drink consumption by combining sugar taxes with bans, regulations, and nutrition education programs.


2022 ◽  
Vol 22 (1) ◽  
Author(s):  
Marius Huguet ◽  
Xavier Joutard ◽  
Isabelle Ray-Coquard ◽  
Lionel Perrier

Abstract Background Studies of the hospital volume-outcome relationship have highlighted that a greater volume activity improves patient outcomes. While this finding has been known for years, most studies to date have failed to delve into what underlies this relationship. Objective This study aimed to shed light on the basis of the hospital volume effect on patient outcomes by comparing treatment modalities for epithelial ovarian carcinoma patients. Data An exhaustive dataset of 355 patients in first-line treatment for Epithelial Ovarian Carcinoma (EOC) in 2012 in three regions of France was used. These regions account for 15% of the metropolitan French population. Methods In the presence of endogeneity induced by a reverse causality between hospital volume and patient outcomes, we used an instrumental variable approach. Hospital volume of activity was instrumented by the distance from patients’ homes to their hospital, the population density, and the median net income of patient municipalities. Results Based on our parameter estimates, we found that the rate of complete tumor resection would increase by 15.5 percentage points with centralized care, and by 8.3 percentage points if treatment decisions were coordinated by high-volume centers compared to decentralized care. Conclusion As volume alone is an imperfect correlate of quality, policy-makers need to know what volume is a proxy for in order to devise volume-based policies.


2022 ◽  
Author(s):  
Charlotta Pisinger ◽  
Sofie Kirstine Bergman Rasmussen

Abstract Background: A high prevalence of dual use (DU) of e-cigarettes and conventional cigarettes has been reported across the world. In some countries most users of e-cigarettes are dual users (DUs). We wanted to investigate the health effects of DU and compare with the health effects of exclusive smoking of conventional cigarettes (ESCC). Methods: A systematic search was carried out in PubMed, EMBASE, CINAHL, and Cochrane library. The last search was conducted on April 26, 2021. We included original articles on any topic relevant to health, in all languages. Reviewers independently assessed the main risks of bias without the use of automated tools. We followed the PRISMA guidelines. Both reviewers independently screened and read all publications. Results: Fifty-five publications (52 studies) were included, 12 of the studies were prospective. There was great heterogeneity across studies both in methodology and outcome. Several studies, especially experimental studies with short-term outcome, found higher levels of harmful substances in ESCC than in DUs, however, the two largest population-based studies, with low risk of selection-bias, found higher levels of harmful substances in DUs than in ESCC. Most studies investigating symptoms or risk of disease were large population-based surveys. One study found that DUs reported a significantly better health than ESCC, while fifteen found a higher risk of e.g., pulmonary, cardiovascular or metabolic risk factors/symptoms, self-reported general health or cancer in DUs than in ESCC. The study with the longest follow-up, six years, found that DUs had an adjusted odds ratio of 1.48 (95% confidence interval 0.81–2.70) of a possibly smoking-related disease (confirmed by hospital discharge abstracts) compared with ESCC. Many methodological weaknesses were identified, such as risk of reverse causality. We found a correlation between high tobacco consumption in DUs and findings of negative health outcomes.Conclusion: Due to many methodological weaknesses, it is difficult to draw any strong conclusions, but the results indicate that DU might be as or even more harmful than ESCC. Well-designed longitudinal studies are needed. Before recommending EC for smoking cessation health authorities should consider the high risk of DU and its potential consequences.


2022 ◽  
Vol 14 (1) ◽  
Author(s):  
Tosca O. E. de Crom ◽  
Sanne S. Mooldijk ◽  
M. Kamran Ikram ◽  
M. Arfan Ikram ◽  
Trudy Voortman

Abstract Background Adherence to the Mediterranean-DASH Intervention for Neurodegenerative Delay (MIND) diet has been linked to a decreased risk of dementia, but reverse causality and residual confounding by lifestyle may partly account for this link. We aimed to address these issues by studying the associations over cumulative time periods, which may provide insight into possible reverse causality, and by using both historical and more contemporary dietary data as this could give insight into confounding since historical data may be less affected by lifestyle factors. Methods In the population-based Rotterdam Study, dietary intake was assessed using validated food frequency questionnaires in 5375 participants between 1989 and 1993 (baseline I) and in a largely non-overlapping sample in 2861 participants between 2009 and 2013 (baseline II). We calculated the MIND diet score and studied its association with the risk of all-cause dementia, using Cox models. Incident all-cause dementia was recorded until 2018. Results During a mean follow-up of 15.6 years from baseline I, 1188 participants developed dementia. A higher MIND diet score at baseline I was associated with a lower risk of dementia over the first 7 years of follow-up (hazard ratio (HR) [95% confidence interval (CI)] per standard deviation (SD) increase, 0.85 [0.74, 0.98]), but associations disappeared over longer follow-up intervals. The mean follow-up from baseline II was 5.9 years during which 248 participants developed dementia. A higher MIND diet score at baseline II was associated with a lower risk of dementia over every follow-up interval, but associations slightly attenuated over time (HR [95% CI] for 7 years follow-up per SD increase, 0.76 [0.66, 0.87]). The MIND diet score at baseline II was more strongly associated with the risk of dementia than the MIND diet score at baseline I. Conclusion Better adherence to the MIND diet is associated with a decreased risk of dementia within the first years of follow-up, but this may in part be explained by reverse causality and residual confounding by lifestyle. Further research is needed to unravel to which extent the MIND diet may affect the risk of dementia.


2022 ◽  
pp. 1-29
Author(s):  
Dan Tang ◽  
Xiong Xiao ◽  
Liling Chen ◽  
Yixi kangzhu ◽  
Wei Deng ◽  
...  

Abstract Metabolically healthy obesity (MHO) might be an alternative valuable target in obesity treatment. We aimed to assess whether alternative Mediterranean (aMED) diet and Dietary Approaches to Stop Hypertension (DASH) diet were favorably associated with obesity and MHO phenotype in a Chinese Multi-Ethnic population. We conducted this cross-sectional analysis using the baseline data of the China Multi-Ethnic Cohort (CMEC) study that enrolled 99 556 participants from seven diverse ethnic groups. Participants with self-reported cardiometabolic diseases were excluded to eliminate possible reverse causality. Marginal structural logistic models were used to estimate the associations, with confounders determined by directed acyclic graph (DAG). Among 65 699 included participants, 11.2% were with obesity. MHO phenotype was present in 5.7% of total population and 52.7% of population with obesity. Compared with the lowest quintile, the highest quintile of DASH diet score had 23% decreased odds of obesity (OR = 0.77, 95% CI: 0.71-0.83, Ptrend <0.001), and 27% increased odds of MHO (OR = 1.27, 95% CI: 1.10-1.48, Ptrend =0.001) in population with obesity. However, aMED diet showed no obvious favorable associations. Further adjusting for BMI did not change the associations between diet scores and MHO. Results were robust to various sensitivity analyses. In conclusion, DASH diet rather than aMED diet is associated with reduced risk of obesity and presents BMI-independent metabolic benefits in this large population-based study. Recommendation for adhering to DASH diet may benefit the prevention of obesity and related metabolic disorders in Chinese population.


Author(s):  
Xiaohui QI ◽  
Bin CUI ◽  
Min CAO

Abstract Context Cortisol, an important hormone regulated by the hypothalamic-pituitary-adrenal (HPA) axis, is associated with obesity. However, it is unclear whether the relationship between cortisol and obesity is causal or could be explained by reverse causality. Objective This work aims to assess the role of morning plasma cortisol in clinical classes of obesity. Methods In this bi-directional two-sample Mendelian Randomization (MR) study, cortisol-associated genetic variants were obtained from the CORtisol NETwork consortium (n = 12,597). The primary outcomes were obesity class I (BMI ≥ 30 kg/m 2), class II (BMI ≥ 35 kg/m 2), and class III (BMI ≥ 40kg/m 2). Inverse variance weighting (IVW) method was used as the main analysis, with weighted median, MR-Egger, and MR-PRESSO as sensitivity analyses. Conversely, genetic variants predicting clinical classes of obesity were applied to the cortisol GWAS. Results Genetically predicted cortisol was associated with reduced risk of obesity class I (OR = 0.905; 95% CI, 0.865-0.946; p &lt; 0.001). Evidence from bi-directional MR showed that obesity class II and class III were associated with lower cortisol levels ((class II-cortisol OR = 0.953; 95% CI, 0.923-0.983; p = 0.002); (class III-cortisol OR = 0.955; 95% CI, 0.942-0.967; p &lt; 0.001)), indicating reverse causality between cortisol and obesity. Conclusions This study demonstrates that cortisol is negatively associated with obesity and vice versa. Together, these findings suggest that blunted morning plasma cortisol secretion may be responsible for severe obesity. Regulating morning plasma secretion might be a prevention measure for obese people.


2022 ◽  
Author(s):  
Asaf Mazar ◽  
Geoffrey Tomaino ◽  
Ziv Carmon ◽  
Wendy Wood

COVID-19 remains a leading cause of death in the United States, despite wide availability of vaccines. Distance may pose an overlooked barrier to vaccine uptake. We analyzed the association between distance to vaccine sites and vaccination rates. Zip codes farther away from vaccine sites had consistently lower vaccine uptake. This effect persisted after controlling for potent covariates (e.g., partisanship, vaccine hesitancy), as well as in multiverse analyses testing across more than 1,000 specifications. Suggesting that the effect was not explained by reverse causality (i.e. proximity driven by demand), the distance effect maintained in analyses limited only to retail locations (e.g., CVS), whose location was set pre-pandemic. Findings suggest that reducing distance to vaccine sites as a powerful lever for encouraging COVID-19 vaccination.


2022 ◽  
pp. 019791832110693
Author(s):  
Hamish Fitchett ◽  
Dennis Wesselbaum

Foreign aid payments have been a key policy response by Global North countries to reduce increased migration flows from the Global South. In this article, we contribute to the literature on the relationship between aid and international migration flows and estimate the contemporaneous effect of bilateral aid payments on bilateral, international migration flows. The fundamental problem in analyzing this relationship is endogeneity, or reverse causality. To address this issue and achieve causal inference, we use a shift-share, or Bartik, instrument. Examining migration flows between 198 origin countries and 16 OECD destination countries over 36 years (1980−2015), we find a positive relationship between aid and migration. A ten-percent increase in aid payments will increase migration by roughly 2 percent. We further document non-linearity in the relationship between aid and migration and find an inverted U-shaped relationship between aid and migration flows. The findings presented here have implications for the design of bilateral and multilateral aid policies and for achieving various United Nations Sustainable Development Goals by stressing the importance of a better coordination between aid and immigration policies.


Genes ◽  
2022 ◽  
Vol 13 (1) ◽  
pp. 104
Author(s):  
Maddalena Ardissino ◽  
Rohin K. Reddy ◽  
Eric A. W. Slob ◽  
Kiran H. K. Patel ◽  
David K. Ryan ◽  
...  

It remains unclear whether the association between obstructive sleep apnoea (OSA), a form of sleep-disordered breathing (SDB), and atrial fibrillation (AF) is causal or mediated by shared co-morbidities such as obesity. Existing observational studies are conflicting and limited by confounding and reverse causality. We performed Mendelian randomisation (MR) to investigate the causal relationships between SDB, body mass index (BMI) and AF. Single-nucleotide polymorphisms associated with SDB (n = 29) and BMI (n = 453) were selected as instrumental variables to investigate the effects of SDB and BMI on AF, using genetic association data on 55,114 AF cases and 482,295 controls. Primary analysis was conducted using inverse-variance weighted MR. Higher genetically predicted SDB and BMI were associated with increased risk of AF (OR per log OR increase in snoring liability 2.09 (95% CI 1.10–3.98), p = 0.03; OR per 1-SD increase in BMI 1.33 (95% CI 1.24–1.42), p < 0.001). The association between SDB and AF was not observed in sensitivity analyses, whilst associations between BMI and AF remained consistent. Similarly, in multivariable MR, SDB was not associated with AF after adjusting for BMI (OR 0.68 (95% CI 0.42–1.10), p = 0.12). Higher BMI remained associated with increased risk of AF after adjusting for OSA (OR 1.40 (95% CI 1.30–1.51), p < 0.001). Elevated BMI appears causal for AF, independent of SDB. Our data suggest that the association between SDB, in general, and AF is attributable to mediation or confounding from obesity, though we cannot exclude that more severe SDB phenotypes (i.e., OSA) are causal for AF.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mostafa Kamal Hassan ◽  
Bassam Abu-Abbas ◽  
Hany Kamel

PurposeThe authors investigate the impact of disclosure tones and financial risk on the readability of annual reports in the banking sector. The authors also examine the moderating effect of banks' financial risk on the tone–readability relationship.Design/methodology/approachThis study relies on the agency theory and the social psychology theory to formulate its testable hypotheses and explain the empirical findings. It uses a sample of 390 bank-year observations from banks listed in the Gulf Cooperation Council (GCC) Stock Exchanges during the period 2014–2019. It also employs random effect regressions to analyze the data and to examine the reverse causality/endogeneity in order to obtain robust findings.FindingsThis study’s results demonstrate that easy (difficult) to read annual reports is significantly associated with positive (negative) tone. Bank managers characterized as “too positive/optimistic” and banks with higher financial risks publish less readable annual reports. The results also show that the interaction between negative tone and a bank's financial risk is inversely associated with reading difficulty, indicating that managers prepare easy text to clarify causes of their banks’ high risks, yet they communicate this easy text with a negative tone that reflects their feelings/emotions towards the financial risks of their banks.Practical implicationsThis study’s findings call for the use of a plain English text that bears a neutral tone and urge financial analysts to go beyond the financial aspects of annual reports. They also stimulate policymakers to draft policies, which ensure the presence of audit committee members who possess a broad expertise to uncover the linguistic issues embedded in the annual reports.Originality/valueTo the best of the authors' knowledge, this is the first study dedicated to exploring the tone–readability association in the GCC's banking sector.


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