Literature DB >> 22665145

Generalizability: the trees, the forest, and the low-hanging fruit.

Walter A Kukull1, Mary Ganguli.   

Abstract

Clinical and epidemiologic investigations are paying increasing attention to the critical constructs of "representativeness" of study samples and "generalizability" of study results. This is a laudable trend and yet, these key concepts are often misconstrued and conflated, masking the central issues of internal and external validity. The authors define these issues and demonstrate how they are related to one another and to generalizability. Providing examples, they identify threats to validity from different forms of bias and confounding. They also lay out relevant practical issues in study design, from sample selection to assessment of exposures, in both clinic-based and population-based settings.

Mesh:

Year:  2012        PMID: 22665145      PMCID: PMC3369519          DOI: 10.1212/WNL.0b013e318258f812

Source DB:  PubMed          Journal:  Neurology        ISSN: 0028-3878            Impact factor:   9.910


  16 in total

1.  The association between smoking and Alzheimer's disease: effects of study design and bias.

Authors:  W A Kukull
Journal:  Biol Psychiatry       Date:  2001-02-01       Impact factor: 13.382

2.  Epidemiology of dementia in Nigeria: results from the Indianapolis-Ibadan study.

Authors:  A Ogunniyi; O Baiyewu; O Gureje; K S Hall; F Unverzagt; S H Siu; S Gao; M Farlow; O S Oluwole; O Komolafe; H C Hendrie
Journal:  Eur J Neurol       Date:  2000-09       Impact factor: 6.089

3.  Smoking, death, and Alzheimer disease: a case of competing risks.

Authors:  Chung-Chou H Chang; Yongyun Zhao; Ching-Wen Lee; Mary Ganguli
Journal:  Alzheimer Dis Assoc Disord       Date:  2012 Oct-Dec       Impact factor: 2.703

4.  Documented head injury in early adulthood and risk of Alzheimer's disease and other dementias.

Authors:  B L Plassman; R J Havlik; D C Steffens; M J Helms; T N Newman; D Drosdick; C Phillips; B A Gau; K A Welsh-Bohmer; J R Burke; J M Guralnik; J C Breitner
Journal:  Neurology       Date:  2000-10-24       Impact factor: 9.910

5.  Head injury and Parkinson's disease risk in twins.

Authors:  Samuel M Goldman; Caroline M Tanner; David Oakes; Grace S Bhudhikanok; Anjali Gupta; J William Langston
Journal:  Ann Neurol       Date:  2006-07       Impact factor: 10.422

6.  Incidence of dementia and Alzheimer disease in 2 communities: Yoruba residing in Ibadan, Nigeria, and African Americans residing in Indianapolis, Indiana.

Authors:  H C Hendrie; A Ogunniyi; K S Hall; O Baiyewu; F W Unverzagt; O Gureje; S Gao; R M Evans; A O Ogunseyinde; A O Adeyinka; B Musick; S L Hui
Journal:  JAMA       Date:  2001-02-14       Impact factor: 56.272

7.  Impact of sample selection on APOE epsilon 4 allele frequency: a comparison of two Alzheimer's disease samples.

Authors:  D Tsuang; W Kukull; L Sheppard; R L Barnhart; E Peskind; S D Edland; G Schellenberg; M Raskind; E B Larson
Journal:  J Am Geriatr Soc       Date:  1996-06       Impact factor: 5.562

8.  Possible environmental, occupational, and other etiologic factors for Parkinson's disease: a case-control study in Germany.

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Journal:  Neurology       Date:  1996-05       Impact factor: 9.910

9.  Head trauma as a risk factor for Alzheimer's disease: a collaborative re-analysis of case-control studies. EURODEM Risk Factors Research Group.

Authors:  J A Mortimer; C M van Duijn; V Chandra; L Fratiglioni; A B Graves; A Heyman; A F Jorm; E Kokmen; K Kondo; W A Rocca
Journal:  Int J Epidemiol       Date:  1991       Impact factor: 7.196

10.  Effects of age, sex, and ethnicity on the association between apolipoprotein E genotype and Alzheimer disease. A meta-analysis. APOE and Alzheimer Disease Meta Analysis Consortium.

Authors:  L A Farrer; L A Cupples; J L Haines; B Hyman; W A Kukull; R Mayeux; R H Myers; M A Pericak-Vance; N Risch; C M van Duijn
Journal:  JAMA       Date:  1997 Oct 22-29       Impact factor: 56.272

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  48 in total

1.  Assessing the Comorbidity Gap between Clinical Studies and Prevalence in Elderly Patient Populations.

Authors:  Zhe He; Neil Charness; Jiang Bian; William R Hogan
Journal:  IEEE EMBS Int Conf Biomed Health Inform       Date:  2016-04-21

2.  Sarcopenia prevalence.

Authors:  M U Pérez-Zepeda; L M Gutiérrez-Robledo; V E Arango-Lopera
Journal:  Osteoporos Int       Date:  2012-08-01       Impact factor: 4.507

3.  A Population-Based Study of Effects of Genetic Loci on Orofacial Clefts.

Authors:  L M Moreno Uribe; T Fomina; R G Munger; P A Romitti; M M Jenkins; H K Gjessing; M Gjerdevik; K Christensen; A J Wilcox; J C Murray; R T Lie; G L Wehby
Journal:  J Dent Res       Date:  2017-06-29       Impact factor: 6.116

4.  Population Neuroscience: Dementia Epidemiology Serving Precision Medicine and Population Health.

Authors:  Mary Ganguli; Emiliano Albanese; Sudha Seshadri; David A Bennett; Constantine Lyketsos; Walter A Kukull; Ingmar Skoog; Hugh C Hendrie
Journal:  Alzheimer Dis Assoc Disord       Date:  2018 Jan-Mar       Impact factor: 2.703

5.  Using Network Analysis to Identify Central Symptoms of Adolescent Depression.

Authors:  Michael C Mullarkey; Igor Marchetti; Christopher G Beevers
Journal:  J Clin Child Adolesc Psychol       Date:  2018-03-13

6.  Correlating eligibility criteria generalizability and adverse events using Big Data for patients and clinical trials.

Authors:  Anando Sen; Patrick B Ryan; Andrew Goldstein; Shreya Chakrabarti; Shuang Wang; Eileen Koski; Chunhua Weng
Journal:  Ann N Y Acad Sci       Date:  2016-09-06       Impact factor: 5.691

7.  Engagement in social activities and progression from mild to severe cognitive impairment: the MYHAT study.

Authors:  Tiffany F Hughes; Jason D Flatt; Bo Fu; Chung-Chou H Chang; Mary Ganguli
Journal:  Int Psychogeriatr       Date:  2012-12-21       Impact factor: 3.878

8.  Who wants a free brain scan? Assessing and correcting for recruitment biases in a population-based sMRI pilot study.

Authors:  Mary Ganguli; Ching-Wen Lee; Tiffany Hughes; Beth E Snitz; Jennifer Jakubcak; Ranjan Duara; Chung-Chou H Chang
Journal:  Brain Imaging Behav       Date:  2015-06       Impact factor: 3.978

9.  GIST 2.0: A scalable multi-trait metric for quantifying population representativeness of individual clinical studies.

Authors:  Anando Sen; Shreya Chakrabarti; Andrew Goldstein; Shuang Wang; Patrick B Ryan; Chunhua Weng
Journal:  J Biomed Inform       Date:  2016-09-04       Impact factor: 6.317

Review 10.  Who and what is a "population"? Historical debates, current controversies, and implications for understanding "population health" and rectifying health inequities.

Authors:  Nancy Krieger
Journal:  Milbank Q       Date:  2012-12       Impact factor: 4.911

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