Stepping towards causation in studies of neighborhood and environmental effects: how twin research can overcome problems of selection and reverse causation.

نویسندگان

  • Glen E Duncan
  • Brianna Mills
  • Eric Strachan
  • Philip Hurvitz
  • Ruizhu Huang
  • Anne Vernez Moudon
  • Eric Turkheimer
چکیده

No causal evidence is available to translate associations between neighborhood characteristics and health outcomes into beneficial changes to built environments. Observed associations may be causal or result from uncontrolled confounds related to family upbringing. Twin designs can help neighborhood effects studies overcome selection and reverse causation problems in specifying causal mechanisms. Beyond quantifying genetic effects (i.e., heritability coefficients), we provide examples of innovative measures and analytic methods that use twins as quasi-experimental controls for confounding by environmental effects. We conclude that collaboration among investigators from multiple fields can move the field forward by designing studies that step toward causation.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Causal Inference and Observational Research: The Utility of Twins.

Valid causal inference is central to progress in theoretical and applied psychology. Although the randomized experiment is widely considered the gold standard for determining whether a given exposure increases the likelihood of some specified outcome, experiments are not always feasible and in some cases can result in biased estimates of causal effects. Alternatively, standard observational app...

متن کامل

مفهوم علیت در پارادایم‌های پزشکی

In this article, we aim to discuss one of the essential concepts of medicine. As a rule, such studies attempt to clarify the philosophical principals of medicine, whereby the act of medic can be regulated based on his clear perceptions of the principles of his knowledge. In this article, we will evaluate the concept of causation in medicine from a philosophical point of view and through histor...

متن کامل

Stepping towards causation: do built environments or neighborhood and travel preferences explain physical activity, driving, and obesity?

Evidence documents associations between neighborhood design and active and sedentary forms of travel. Most studies compare travel patterns for people located in different types of neighborhoods at one point in time adjusting for demographics. Most fail to account for either underlying neighborhood selection factors (reasons for choosing a neighborhood) or preferences (neighborhoods that are pre...

متن کامل

Genetic and environmental influences on internalizing psychopathology vary as a function of economic status.

BACKGROUND Different theories of the link between socio-economic status (SES) and mental illness have been postulated. In particular, two theories of this association, social causation and social selection, differ in the implied causal pathway. The authors employ behavior genetic modeling to consider evidence for both social selection and social causation in the relationship between income vari...

متن کامل

Disentangling interactions between adaptive divergence and gene flow when ecology drives diversification.

Adaptive diversification is driven by selection in ecologically different environments. In absence of geographical barriers to dispersal, this adaptive divergence (AD) may be constrained by gene flow (GF). And yet the reverse may also be true, with AD constraining GF (i.e. 'ecological speciation'). Both of these causal effects have frequently been inferred from the presence of negative correlat...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Health & place

دوره 27  شماره 

صفحات  -

تاریخ انتشار 2014