54 research outputs found
Understanding the dispensary workflow at the Birmingham Free Clinic: a proposed framework for an informatics intervention
- Author
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study
Awareness in Practice: Tensions in Access to Sensitive Attribute Data for Antidiscrimination
- Author
- Abdurahman J. Khadijah
- Agency for Healthcare Research and Quality.
- Agency for Healthcare Research and Quality.
- Agency for Healthcare Research and Quality.
- Agency For Healthcare Research and Quality. [n.d.]. Race Ethnicity, and Language Data
- Andriotis AnnaMaria
- Biddle Consulting Group
- Blog Google AI
- Board
- Buolamwini Joy
- Chan Rosalie
- Code U.S.
- Compliance Programs Office Federal Contract
- Consumer Financial Protection Bureau
- Department of Housing and Urban Development.
- Federal Contract Compliance Office
- Fremont Allen
- Gazmararian Julie
- Hoffman Anna Lauren
- IBM.
- Institute of Medicine Committee on Understanding Eliminating Racial, and Ethnic Disparities in Health Care. [n.d.]. Unequal Treatment
- Johnson Foundation Robert Wood
- Joseph
- Kearns Michael
- Kilbertus Niki
- Larson Jeff
- Menon Aditya Krishna
- Moss Emanuel D.
- Murphy Laura
- National Center for Health Statistics.
- National Consumer Law
- National Fair Housing Alliance.
- Purtill Corinne
- Severson-Meyer Lynn
- Taylor Erin Fries
- Title VII
- U.S. Department of Health and Human Services. [n.d.].
- U.S. Department of Labor Office of Federal Contract Compliance Programs.
- U.S. Department of Labor Office of Federal Contract Compliance Programs. [n.d.].
- U.S. Equal Employment Opportunity Commission
- U.S. Equal Employment Opportunity Commission
- Publication venue
- 'Association for Computing Machinery (ACM)'
- Publication date
- 12/12/2019
- Field of study
Organizations cannot address demographic disparities that they cannot see.
Recent research on machine learning and fairness has emphasized that awareness
of sensitive attributes, such as race and sex, is critical to the development
of interventions. However, on the ground, the existence of these data cannot be
taken for granted.
This paper uses the domains of employment, credit, and healthcare in the
United States to surface conditions that have shaped the availability of
sensitive attribute data. For each domain, we describe how and when private
companies collect or infer sensitive attribute data for antidiscrimination
purposes. An inconsistent story emerges: Some companies are required by law to
collect sensitive attribute data, while others are prohibited from doing so.
Still others, in the absence of legal mandates, have determined that collection
and imputation of these data are appropriate to address disparities.
This story has important implications for fairness research and its future
applications. If companies that mediate access to life opportunities are unable
or hesitant to collect or infer sensitive attribute data, then proposed
techniques to detect and mitigate bias in machine learning models might never
be implemented outside the lab. We conclude that today's legal requirements and
corporate practices, while highly inconsistent across domains, offer lessons
for how to approach the collection and inference of sensitive data in
appropriate circumstances. We urge stakeholders, including machine learning
practitioners, to actively help chart a path forward that takes both policy
goals and technical needs into account
Dental safety net
- Author
- Agency for Healthcare Research and Quality
- American Dental Association
- American Dental Association
- American Dental Association
- Bailit
- Bailit
- Bailit
- Beazoglou
- Beazoglou
- Beazoglou
- Byck
- Center for Health and Health Care in Schools
- Center on Budget and Policy Priorities
- Cunningham
- Eklund
- GME data
- Lasky
- Macek
- New York State Dental Association
- State of Delaware
- The Kaiser Commission on Medicaid and the Uninsured
- U.S. Department of Health and Human Services
- Weaver
- Publication venue
- 'Elsevier BV'
- Publication date
- Field of study
Compound Retention in Care and All-Cause Mortality Among Persons Living With Human Immunodeficiency Virus
- Author
- Calabrese
- Center for AIDS Research Network of Integrated Clinical Systems
- Centers for Disease Control and Prevention
- Cohen
- Committee on Review Data Systems for Monitoring HIV Care
- Crawford
- Donnell
- Edwards
- Gardner
- Gardner
- Giordano
- Health Resources and Services Administration HIV/AIDS Bureau
- Higa
- Horberg
- Institute of Medicine
- Kay
- Kimeu
- Kitahata
- Mayer
- Mugavero
- Mugavero
- Nijhawan
- Pence
- Prevention Access Campaign
- SAS Institute
- Smith
- Teixeira da Silva
- Thompson
- White House
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- Field of study
A proposed national research and development agenda for population health informatics: summary recommendations from a national expert workshop
- Author
- Agency for Healthcare Research and Quality (AHRQ). Defining the PCMH
- All-Payer Claims Database Council. The Basics of All-Payer Claims Databases: A Primer for States
- Aneel Advani
- Barrett
- Centers for Medicare and Medicaid Services (CMS)
- Charles
- Charles
- Clinical Data Interchange Standards Consortium (CDISC). CDISC Vision and Mission
- Committee on the Future of Health Care Institute of Medicine
- David C Chin
- Egan
- Elyse C Lasser
- Feldman
- Fisher
- Fisher
- Friedman
- Goulding
- Hadi Kharrazi
- Harold P Lehmann
- Health Level 7 International. About HL7
- Hsiao
- Jha
- John Loonsk
- Johns Hopkins Center for Population Health IT (CPHIT)
- Johns Hopkins Center for Population Health IT (CPHIT)
- Jonathan P Weiner
- Kharrazi
- Kindig
- Kindig
- Kukafka
- Massoudi
- McCarthy
- McKethan
- Montero
- Moreno
- Office of National Coordinator for Health Information Technology (ONC-HIT). Hospital Adoption of Electronic Health Record Technology to Meet Meaningful Use Objectives: 2008-2012
- Osborn
- Rayens
- Schachter
- Stoto
- The American Medical Informatics Association (AMIA) Public Health Informatics Workgroup
- Turoff
- United States Senate. HR 3590: The Patient Protection and Affordable Care Act
- William A Yasnoff
- Yasnoff
- Yasnoff
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- Field of study
Heart Disease and Stroke Statistics—2016 Update
- Author
- Adán V
- Almeida AL
- Alwan A.
- American Cancer Society
- American Heart Association
- Anderson RN
- Auerbach D
- Bach DS.
- Barnes PM
- Barnes PM
- Blanck HM
- Bloom DE
- Brett KM
- Caffrey C
- Carnethon MR
- Carroll MD
- Casper M
- Casper ML
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Medicare & Medicaid Services
- Chan PS
- Chiuve SE
- Cho I
- Committee on Quality of Health Care in America Institute of Medicine
- Courcoulas AP
- Crescioni M
- Davis C
- Department of Health and Human Services Centers for Disease Control and Prevention.
- Deshmukh-Taskar P
- Diercks DB
- Dunn WF
- D’Agostino RB
- Elixhauser A
- Ervin RB
- Ervin RB.
- Federal Interagency Forum on Aging-Related Statistics
- Filardo G
- Food and Nutrition Board Institute of Medicine
- Ford ES
- Fox CK
- Fryar CD
- Gahche J
- GISSI-Prevenzione Investigators (Gruppo Italiano per lo Studio della Sopravvivenza nell’Infarto miocardico).
- Gold MR
- Goldenberg I
- Gu Q
- Guirguis-Blake J
- Hernesniemi JA
- Holman RC
- Homa DM
- Institute of Medicine (IOM)
- International Society for the Study of Fatty Acids and Lipids
- IOM (Institute of Medicine)
- Issa Z
- Jamal A
- Johnson NB
- Kann L
- Kann L
- Leonard CE
- Li C
- Marynak K
- Moller J
- Moran PS
- Mozaffarian RS
- Murman DH
- National Association for Sport and Physical Education.
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics
- Nwankwo T
- Ogden CL
- Quilliam BJ
- Quin E
- Rodriguez RD
- Ruilope LM
- Russo C
- Schoenborn CA
- Shaw K
- Shaya GE
- Soni A.
- Sorice GP
- Stroke Unit Trialists Collaboration
- Substance Abuse and Mental Health Services Administration.
- Thom TJ
- Tisdale J
- Trimarchi S
- United States Renal Data System
- US Department of Agriculture and US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services Agency for Healthcare Research and Quality
- US Department of Health and Human Services Secretary’s Advisory Committee on Heritable Disorders in Newborns and Children
- van Wijk JP
- Wolbrette D
- World Health Organization
- World Health Organization
- World Health Organization Food and Agriculture Organization of the United Nations.
- Wright JD
- Yutaka Aoki
- Publication venue
- 'Ovid Technologies (Wolters Kluwer Health)'
- Publication date
- Field of study
Heart Disease and Stroke Statistics—2015 Update
- Author
- Adán V
- Agency for Healthcare Research and Quality
- Ali T
- Alwan A
- Anderson RN
- Aoki Y
- Auerbach DI
- Bach DS
- Barnes PM
- Barnes PM
- Barnes PM
- Blanck HM
- Bloom DE
- Brett KM
- Buntin MB
- Caffrey C
- Carnethon MR
- Carroll MD
- Casper ML
- Casper ML
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC).
- Centers for Disease Control and Prevention National Center for Health Statistics
- Centers for Disease Control and Prevention National Center for Injury Prevention and Control
- Centers for Disease Control and Prevention.
- Centers for Medicare & Medicaid Services
- Chan PS
- Chiuve SE
- Committee on Quality of Health Care in America Institute of Medicine.
- Crescioni M
- Davis C
- Deshmukh-Taskar P
- Diercks DB
- Eaton DK
- Eaton DK
- Elixhauser A
- Ervin RB
- Ervin RB
- Fakhouri TH
- Federal Interagency Forum on Aging-Related Statistics
- Food and Nutrition Board Institute of Medicine.
- Ford ES
- Fowler V
- Fox CK
- Fryar CD
- Gage B
- Gahche J
- Goff DC
- Gold MR
- Goldenberg I
- Hernesniemi JA
- Holman RC
- International Society for the Study of Fatty Acids and Lipids.
- Issa Z
- Joint FAO/WHO Expert Consultation on Fats and Fatty Acids in Human Nutrition
- Kann L
- Kann L
- Kann L
- Kramer A
- Lackland DT
- Lane DA
- Leonard CE
- Li C
- Moller J
- Moran PS
- Murman DH
- Murphy SL
- National Association for Sport and Physical Education.
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics.
- Nehler MR
- Nwankwo T
- Pfuntner A
- Quilliam BJ
- Quin E
- Rodriguez RD
- Ruilope LM
- Russo CA
- Sanchez RJ
- Shaw K
- Slipczuk L
- Soni A
- Sorice GP
- Stone NJ
- Stroke Unit Trialists’ Collaboration
- The Writing Group for the SEARCH for Diabetes in Youth Study Group.
- Thom TJ
- Tisdale J
- Trimarchi S
- US Department of Agriculture and US Department of Health and Human Services.
- US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services and US Department of Agriculture
- US Department of Health and Human Services Agency for Healthcare Research and Quality
- US Department of Health and Human Services Centers for Disease Control and Prevention, National Center for Health Statistics
- US Department of Health and Human Services.
- US Renal Data System
- US Renal Data System
- van Wijk JP
- Waitzfelder B
- Wolbrette D
- World Health Organization
- World Health Organization Food and Agriculture Organization of the United Nations.
- Wright JD
- Wright JD
- Yoon SS
- Publication venue
- 'Ovid Technologies (Wolters Kluwer Health)'
- Publication date
- Field of study
School Psychology in Rural Contexts: Ethical, Professional, and Legal Issues
- Author
- Amanda L. Sullivan
- Aud S.
- Barley Z.A.
- Beebe-Frankenberger M.
- Berry A.B.
- Clopton K.L.
- Committee on the Future of Rural Health Care
- Curtis M.J.
- Data Accountability Center
- Dengerink H.A.
- Elder G.
- Fagan T.K.
- Gutheil T.G.
- Hass T.
- Helge D.
- Hoffman T.D.
- Howley C.
- Johnson J.
- Johnson J.
- Koocher G.P.
- Koocher G.P.
- Lanham M.E.
- Larson N.C.
- Latham G.
- Loveless T.
- Lynn M. Edwards
- Lyson T.A.
- National Association of School Psychologists (NASP)
- National Association of School Psychologists (NASP)
- National Center for Education Statistics (NCES)
- National Center for Educational Statistics (NCES).
- Nickel M.B.
- O’ Dell R.M.
- Practice Research and Policy Staff.
- Reeves C.
- Richgels J.
- Riddle D.I.
- Roberts L.W.
- Rural Policy Matters.
- Schank J. A.
- Sonne J.
- Strange M.
- W.K. Kellogg Foundation.
- Williams B.B.
- Williams D.
- Ysseldyke J.
- Zur O.
- Publication venue
- 'Informa UK Limited'
- Publication date
- Field of study
Heart Disease and Stroke Statistics—2014 Update
- Author
- Adán V
- Agency for Healthcare Research and Quality
- Alan S. Go
- Ali T
- Ali T
- Amytis Towfighi
- Anderson RN
- Ariane Marelli
- Auerbach DI
- Bach DS
- Barnes PM
- Barnes PM
- Barnes PM
- Barnes PM
- Blackwell D
- Blackwell D
- Blackwell D
- Blackwell D
- Blackwell D
- Blackwell D
- Blackwell D
- Blanck HM
- Borrell LN
- Brett KM
- Brett M. Kissela
- Caffrey C
- Carnethon MR
- Caroline S. Fox
- Casper ML
- Casper ML
- Cathleen Gillespie
- Centers for Disease C Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention (CDC)
- Centers for Disease Control and Prevention National Center for Health Statistics
- Centers for Disease Control and Prevention National Center for Health Statistics
- Centers for Medicare & Medicaid Services
- Chan PS
- Chiuve SE
- Claudia S. Moy
- Committee on Quality of Health Care in America Institute of Medicine.
- Crescioni M
- Daniel T. Lackland
- Daniel Woo
- Dariush Mozaffarian
- Darren K. McGuire
- David B. Matchar
- David J. Magid
- Davis C
- Diercks DB
- Dilip K. Pandey
- Drozda J
- Earl S. Ford
- Eaton DK
- Eaton DK
- Eaton DK
- Elbers J
- Elixhauser A
- Elixhauser A
- Elixhauser A
- Elixhauser A
- Emelia J. Benjamin
- Emile R. Mohler
- Eraso LH
- Ervin RB
- Ervin RB
- Fakhouri TH
- Federal Interagency Forum on Aging-Related Statistics
- Food and Nutrition Board Institute of Medicine.
- Ford ES
- Fowler V
- Fryar CD
- Gold MR
- Goldenberg I
- Graham Nichol
- Gregory M. Marcus
- Heather J. Fullerton
- Hernesniemi JA
- Holman RC
- Holman RC
- Howlader N
- International Society for the Study of Fatty Acids and Lipids
- Issa Z
- Jarett D. Berry
- Joel Stein
- John A. Heit
- Jones AL
- Judith H. Lichtman
- Lackland DT
- Lackland DT
- Leibson CL
- Li C
- Lynda D. Lisabeth
- Mark D. Huffman
- Matthew J. Reeves
- Melanie B. Turner
- Michael E. Mussolino
- Michael J. Blaha
- Moller JH
- Murman DH
- Murphy SL
- Murphy SL
- Murphy SL
- Murphy SL
- Murphy SL
- Murphy SL
- Murphy SL
- Murphy SL
- Nathan D. Wong
- National Association for Sport and Physical Education
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics
- National Center for Health Statistics
- National Cholesterol Education Program (NCEP) Expert Panel on Detection Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III)
- Nina P. Paynter
- Paul D. Sorlie
- Quilliam BJ
- Quin EM
- Rachel H. Mackey
- Robert W. Neumar
- Rodriguez RD
- Ruilope LM
- Russo CA
- Russo CA
- Russo CA
- Salim S. Virani
- Sanchez RJ
- Schiller J
- Schober S
- Shaw K
- Sheila Franco
- Shifan Dai
- Soni A
- Sorice GP
- Steven J. Kittner
- Susan M. Hailpern
- Suzanne E. Judd
- Tanya N. Turan
- Thom TJ
- Tisdale JE
- Trimarchi S
- United States Renal Data System
- US Burden of Disease Collaborators
- US Department of Agriculture and US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services
- US Department of Health and Human Services Agency for Healthcare Research and Quality.
- US Department of Health and Human Services National Center for Health Statistics.
- van Wijk JP
- Virginia J. Howard
- VĂ©ronique L. Roger
- Waitzfelder B
- Wang BC
- Wolbrette DL
- World Health Organization
- Wright JD
- Wright JD
- Yoon SS
- Publication venue
- 'Ovid Technologies (Wolters Kluwer Health)'
- Publication date
- Field of study
A systematic review of language-focused interventions for young children from culturally and linguistically diverse backgrounds
- Author
- Anderson-Yockel
- Anne L. Larson
- Appelbaum
- Arellano
- Atkins-Burnett
- August
- Bailey
- Baker
- Barnett
- Barnett
- Barona
- Bernhard
- Bernhard
- Binger
- Black
- Boyce
- Brannon
- Brown
- Buysse
- Buysse
- Caesar
- Capps
- Carla Wood
- Carol Scheffner Hammer
- Castro
- Center for Early Care and Education Research—Dual Language Learners (CECER-DLL)
- Centers for Disease Control and Prevention
- Cirrin
- Cohn
- Collins
- Cooke
- Crevecoeur
- Cronan
- Cunningham
- DeNavas-Walt
- Diamond
- Dickinson
- Dickinson
- Durán
- Durán
- Durán
- Durán
- Elder
- Erker
- Farver
- Federal Interagency Forum on Child and Family Statistics
- Fillmore
- Gay
- Gesell
- Griner
- Gutiérrez-Clellen
- Hammer
- Hammer
- Hammer
- Hammer
- Hammer
- Hart
- Head Zauche
- Heidlage
- Hoff
- Huttenlocher
- Ijalba
- Isaacs
- Jackson
- Janes
- Judith J. Carta
- Kan
- Kids Count Data Center
- Kiernan
- Kohnert
- Kumpfer
- Lauren M. Cycyk
- Leacox
- Leech
- Liberati
- Lim
- Lindholm-Leary
- Lugo-Neris
- Marulis
- Melissa Baralt
- Morgan
- MĂ©ndez
- National Reading Panel (US) National Institute of Child Health, & Human Development (US)
- Oh
- Peredo
- Perozzi
- Pham
- Pollard-Durodola
- Restrepo
- Restrepo
- Roberts
- Roberts
- Roberts
- RodrĂguez
- Romeo
- Simon-Cereijido
- Simon-Cereijido
- Strain
- Tetel Andresen
- Thompson
- U.S. Department of Health and Human Services
- U.S. Dept. of Health and Human Services Office of the Secretary, Office of the Assistant Secretary for Planning and Evaluation and Office of Minority Health
- United States Census Bureau
- van Kleeck
- Walker
- Wolf
- Wolfram
- Yuuko Uchikoshi
- Zhe Gigi An
- Publication venue
- 'Elsevier BV'
- Publication date
- Field of study
- …