Connecting and linking neurocognitive, digital phenotyping, physiologic, psychophysical, neuroimaging, genomic, & sensor data with survey data

Autor: Charles E. Knott, Stephen Gomori, Mai Ngyuen, Susan Pedrazzani, Sridevi Sattaluri, Frank Mierzwa, Kim Chantala

Publikováno v: EPJ Data Science, Vol 10, Iss 1, Pp 1-16 (2021)

Abstract Combining survey data with alternative data sources (e.g., wearable technology, apps, physiological, ecological monitoring, genomic, neurocognitive assessments, brain imaging, and psychophysical data) to paint a complete biobehavioral pictur

Externí odkaz: https://doaj.org/article/1993301aba8a46fdaa9da64a8274baff

Employee Cardiometabolic Risk Following a Cluster-Randomized Workplace Intervention From the Work, Family and Health Network, 2009-2013.

Autor: Berkman LF; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Kelly EL; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Hammer LB; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Mierzwa F; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Bodner T; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., McNamara T; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Koga HK; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Lee S; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Marino M; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Klein LC; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., McDade TW; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Hanson G; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Moen P; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis., Buxton OM; Lisa F. Berkman is with the Harvard Center for Population and Development Studies, Cambridge, MA. Erin L. Kelly is with the Massachusetts Institute of Technology Sloan School of Management, Cambridge. Leslie B. Hammer is with the Center for Occupational Health Sciences, Oregon Health Sciences University, Portland. Frank Mierzwa is with RTI International, Research Triangle Park, NC. Todd Bodner is with the Department of Psychology, Portland State University, Portland, OR. Tay McNamara is with the Women's Studies Research Center, Brandeis University, Waltham, MA. Hayami K. Koga is with the Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA. Soomi Lee is with the Department of Human Development and Family Studies, Pennsylvania State University, University Park. Miguel Marino is with the Department of Family Medicine, Oregon Health & Science University, Portland. Laura C. Klein and Orfeu M. Buxton are with the Department of Biobehavioral Health, Pennsylvania State University, University Park. Thomas W. McDade is with the Department of Anthropology, Northwestern University, Evanston, IL. Ginger Hanson is with the Johns Hopkins School of Nursing, Baltimore, MD. Phyllis Moen is with the Department of Sociology, University of Minnesota, Minneapolis.

Publikováno v: American journal of public health [Am J Public Health] 2023 Dec; Vol. 113 (12), pp. 1322-1331.