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Studies have shown that people with high body mass index ( BMI) and type 2 diabetes (T2DM) tend to have poor labor market prospects, lower productivity, and higher absenteeism.
Studies have shown that people with high body mass index ( high body mass index ( high body mass index ( BMI) and type 2 diabetes (T2DM) BMI) and type 2 diabetes (T2DM) diabetes tend to have poorer labor market prospects, lower productivity, and higher absenteeism.
However, it is very challenging to determine the causal effect of BMI or DM on socio-economic outcomes, mainly because of confounding and reverse causal factors that are difficult to measure.
However, it is very challenging to determine the causal effect of BMI or DM on socio-economic outcomes, mainly because of confounding and reverse causal factors that are difficult to measure.
To this end, experts in the field of diabetes from the University of Munich in Germany led the use of multivariate two-sample MR methods to estimate the causal effects of BMI and T2DM on family income and living environment.
The researchers conducted univariate and multivariate two-sample MR to jointly evaluate the impact of BMI and T2D on socioeconomic outcomes.
The results showed that in univariate analysis, higher BMI was associated with lower income (1SD increase in BMI [β=-0.
Higher BMI is associated with lower income (1SD increase in BMI [β=-0.
The above results inversely corroborate the evidence of the harmful effects of BMI on income and living environment reported in previous observational and single-sample MR studies.
The above results inversely corroborate the evidence of the harmful effects of BMI on income and living environment reported in previous observational and single-sample MR studies.
In summary, the results of the study show that high BMI has a direct impact on income and living environment poverty, while the impact of T2DM on these two socioeconomic results has not been found.
High BMI has a direct impact on income and living environment poverty, while the impact of T2DM on these two socio-economic outcomes has not been found.
references:
diabetesjournals.
diabetesjournals.
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