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Colorectal Cancer Screening Data Sets What are they and what do they tell us?
July 30th, 2015
Webinar
Purpose of Today’s Webinar • Provide an overview of five major data sets that track
colorectal cancer screening: BRFSS, NHIS, HEDIS, UDS and Medicare claims data
• Answer key questions about each data set, such as:
– How to access
– What they measure
– Strengths and weaknesses of each,
• Help you understand when you might use each in your work
• Q&A
Presenters: Andi Dwyer (Moderator) Co-Chair, National Colorectal Cancer Evidence Based Education and Outreach Task Group University of Colorado, Denver School of Public Health Djenaba Joseph, MD, MPH Medical Director Colorectal Cancer Control Program at CDC Carrie Klabunde, PhD Office of Disease Prevention Office of the Director at National Institutes of Health
Presenters (continued): Mary Barton, MD, MPP
Vice President of Performance Measurement
NCQA
Laura Makaroff, DO
Senior Clinical Advisor
Office of Quality Improvement
HRSA Bureau of Primary Health Care
Matt Allison
Health Systems, American Cancer Society
Djenaba A. Joseph, MD, MPH
CDR, U.S. Public Health Service
Medical Director, Colorectal Cancer Control Program
Division of Cancer Prevention and Control
Centers for Disease Control and Prevention
Behavioral Risk Factor Surveillance System (BRFSS)
Division of Cancer Prevention and Control
National Center for Chronic Disease Prevention and Health Promotion
Overview
Established 1984
Cross-sectional telephone survey
Conducted by state health departments
Landline and cellular telephones
Technical and methodological assistance from CDC
Collects state data about U.S. residents regarding
Health-related risk behaviors
Chronic health conditions
Use of preventive services
How often is data collected?
BRFSS
Annual
Core questions
• Fixed, rotating, and emerging
Optional modules
State added questions
CRC questions
Rotating core, even years (2012, 2014, etc.)
What is measured?
FOBT
Sigmoidoscopy
Colonoscopy
Fixed time interval responses (within the past year, 2
years, 3 years, 5 years, 10 years, more than 10 years
ago)
CRC screening prevalence
What gets reported?
How is the data accessed? http://www.cdc.gov/brfss
How is the data accessed?
http://www.cdc.gov/brfss
County level data
Advantages
State-based
County level data
Large dataset
Validated questions
Standardized
Disadvantages
Tends to over-estimate screening prevalence
Cannot differentiate screening vs. diagnostic/follow-
up
Self-reported data
Limited tests
Change in weighting methodology starting 2011
Cannot analyze trends across change
How is BRFSS used?
For more information please contact Centers for Disease Control and
Prevention 1600 Clifton Road NE, Atlanta, GA 30333
Telephone, 1-800-CDC-INFO (232-4636)/TTY: 1-888-232-6348
E-mail: [email protected] Web: www.cdc.gov
The findings and conclusions in this report are those of the authors and do not necessarily represent the official
position of the Centers for Disease Control and Prevention.
Questions?
Carrie Klabunde, Ph.D.
Office of Disease Prevention
Office of the Director
National Institutes of Health
NCCRT 80% by 2018 Webinar
July 30, 2015
CRC Screening Data Sets: National Health Interview Survey
21
About the National Health Interview Survey
(NHIS) Principal source of information on the health of the U.S.
population.
Conducted by the National Center for Health Statistics (NCHS)
among a nationally-representative sample of households every
year since 1957.
Data collected through in-person interviews of 75,000-100,000
individuals by trained interviewers from the U.S. Census Bureau.
An NHIS interview takes about an hour to conduct. The
questionnaire has two main parts:
1. Core items—unchanged from year to year
2. Supplemental questions that change depending on current issues
and sponsors
3. Cancer Control Supplement is the source of CRC screening data
22
NHIS Cancer Control Supplements
Sponsored by the National Cancer Institute (NCI) since 1987.
CDC’s Division of Cancer Prevention and Control has co-
sponsored since 2000.
Used to collect nationally-representative information on cancer
screening and prevention behaviors (i.e., tobacco use, diet,
physical activity, genetic counseling, etc.).
Full supplement fielded every five years to approximately 35,000
adults.
Interim supplements are fielded at the mid-point of the 5 year
intervals to monitor cancer screening and new/emerging cancer
control issues (e.g., HPV vaccine use).
CRC screening data have been collected in 2000, 2003, 2005,
2008, 2010, and 2013. 2015 NHIS is currently in the field.
23
Significance of NHIS CRC Screening Data
Covers the major CRC screening modalities:
FOBT (distinguishes between home and office-based testing)
Sigmoidoscopy
Colonoscopy
CT colonography (in 2010 and 2015)
For each modality, ability to determine:
Ever had the test
When had most recent test
Main reason for having the test
For respondents who are not up-to-date with screening:
Whether they received a doctor recommendation to be tested
Which CRC screening tests were recommended
24
Sociodemographics:
Age
Sex
Race/ethnicity
Marital status
Educational attainment
Family income
Immigration status
Employment
Health Status:
Body Mass Index (BMI)
General health status self-rating
Personal & family history of
cancer
Comorbid health conditions
Smoking history
Activity limitations
NHIS Covariates Available for CRC Screening
Analyses Health Care Access:
Health insurance
Usual source of care
Physician visits
Health Behaviors:
Diet, including fruit & vegetable
consumption
Alcohol use
Physical activity
Screening for other cancers:
breast, cervical, prostate
Geography:
Census region is publicly
available. State-level and
urban/rural estimates may be
obtained upon request through
NCHS Research Data Center
25
NHIS Advantages & Disadvantages Advantages:
Large sample size that gives national estimates
High response rate (>60%)
Detailed questions on CRC screening
Rich set of covariates for assessing CRC screening use
Can examine trends over time
Designated data source for Healthy People monitoring
Items are cognitively tested and widely analyzed
Survey datasets are publicly available and well-documented
Disadvantages:
Working with NHIS public use datasets requires some programming ability (end-user must decide how to create screening and other variables)
Access to data at geographic units smaller than Census region requires explicit permission and working with NCHS Research Data Center
26
Timeline for NHIS CCS Data
2000, 2003, 2005, 2008, 2010, and 2013 CCS data are
available now.
2015 NHIS is currently in the field (January-December).
First half of 2016: NCHS will work on data cleaning, quality
checks, and dataset preparation.
Estimated timeframe for 2015 NHIS public use dataset
release: June 2016
27
0
10
20
30
40
50
60
70
80
90
100
2000 2003 2005 2008 2010 2013
% u
p-t
o-d
ate
wit
h s
cre
en
ing
Year
Percentage of adults up-to-date with screening for breast, cervical and colorectal cancers, by test, sex and
year – United States, 2000-2013 (NHIS)
Pap test*
Mammogram†
Any CRC test (male)‡
Any CRC test (female)‡
Abbreviations: CRC = colorectal cancer; Pap = Papanicolaou *Among women aged 21-65 with no prior hysterectomy. †Among women aged 50-74. ‡Among persons aged 50-75. Source: Sabatino et al. (2015), MMWR, 64 (17): 464-468
28
Useful Websites
National Health Interview Survey homepage (contains questionnaires, datasets, and related documentation):
www.cdc.gov/nchs/nhis.htm
National Center for Health Statistics Research Data Center (provides access to restricted data):
www.cdc.gov/rdc
About the NHIS Cancer Control Supplement:
Healthcaredelivery.cancer.gov/nhis/what.html
State-based survey patterned on the NHIS: California Health Interview Survey (CHIS)--
www.cdph.ca.gov/data/surveys/Pages/CHIS.aspx
29
Mary B. Barton, MD MPP
Vice President, Performance Measurement
HEDIS and the National Committee for
Quality Assurance
31
What is NCQA?
• NCQA is 25 years old this year
• We accredit health care insurance plans,
holding them accountable for quality via
the reporting of performance measures
• Measures in HEDIS® cover most insured
patients in the US
• Include measures relevant to young and
old, mostly related to ambulatory care
• Prevention including a Colorectal Cancer
Screening measure HEDIS ® is a registered trademark
of NCQA
32
Colorectal Cancer screening measure
• Denominator: adults aged 50 – 75 years
• Continuously enrolled for two years
• Receipt of
– FOBT within 2 years
– Flexible Sigmoidoscopy within 5 years
– Colonoscopy within 10 years
33
Transparency and Public Reporting
• Measures reported annually in June on
data covering prior year
• Published each fall in Quality Compass
• Publically available (by subscription)
• Results presented by plan with local/
regional or national benchmarks
34
SAMPLE REPORT FROM COMMERCIAL PLANS IN
CALIFORNIA, 2015 DATA
NCQA HEDIS report
35
Considerations
• Advantages:
– Results updated annually
– Based on claims or medical records, may be
more accurate than patient recall via survey
• Disadvantages:
– Potential for under-ascertainment with chart
review approach
– Covers only the insured population
– Burden (to health plans) of chart review
measures
36
Horizon for this measure
• Long look back period means that many
organizations use chart review of sample
of patients
• Broader use of electronic health records
hold promise for measures such as this,
that rely on more detailed information
than available in a claims dataset
37
Where to get the data
• www.ncqa.org
• Quality Compass:
http://www.ncqa.org/qualitycompass.asp
x
• Questions: Mary Barton [email protected]
Colorectal Cancer Screening Rates
and the Uniform Data System (UDS)
July 30, 2015
Laura Makaroff, D.O.
Senior Clinical Advisor
Office of Quality Improvement, Bureau of Primary Health Care
Health Resources and Services Administration
U.S. Department of Health and Human Services
Primary Health Care Mission
Improve the health of the Nation’s underserved communities and vulnerable populations by assuring access to comprehensive, culturally competent, quality primary health care services
39
40
• Improve health outcomes for patients
• Promote a performance-driven and innovative organizational culture
• Modernize the primary health care safety net infrastructure and delivery system
• Increase access to primary health care services for underserved populations
Increase Modernize
Promote Improve
Primary Care: Key Strategies
Health Center Program National Impact
41
Health Center Program
Increase Access - National Presence
42
What is the UDS?
Standardized set of data reported by health
centers:
– PHS Section 330 Grantees– Community Health
Centers (CHC), Migrant Health Centers (MHC),
Health Care for the Homeless (HCH) and Public
Housing Primary Care Program (PHPC)
– Health Center Look-alikes
– Urban Indian Health programs
43
Why is the UDS Important?
• UDS data are used by the Bureau of Primary
Health Care (BPHC) to: – Ensure compliance with legislative and regulatory requirements
– Report program achievements
– Monitor performance and identify TA needs
• UDS data are used by health centers to monitor
and improve performance
• UDS data describes patient populations served
by health centers
44
What Data is Collected in the UDS?
• The UDS is comprised of
12 tables and an
Appendix (EHR
capabilities, PCMH,
Accreditation etc.)
• Captures annual,
aggregate data at the
health center organization
level
45
Table Description
ZIP Codes
Patients by ZIP code (by primary medical insurance)
3A, 3B, 4
3A: Patients by age and gender 3B: Patients by race and ethnicity 4: Patients by income, insurance, and target populations
5 Utilization and staffing
5A Tenure for health center staff
6A Selected diagnoses and services
6B Quality of care indicators
7 Health outcomes and disparities
8A Financial costs
9D Patient related revenue
9E Other revenue
UDS CRC Screening Measure
Percentage of patients aged 50 to 75 who had appropriate
screening for colorectal cancer
• Numerator: Number of patients aged 51 through 74 with
appropriate screening for colorectal cancer.
• Denominator: Number of patients who were aged 51
through 74 at some point during the measurement year,
who had at least one medical visit during the reporting
year
30.2% 32.6%
70.5%
0%
10%
20%
30%
40%
50%
60%
70%
80%
UDS 2012 UDS 2013 HP 2020 Goal
Colorectal Cancer Screening Health Center National Average and HP 2020 Goal
CRC Screening
Health Center National Average
0 100 200 300 400 500 600
Less than 10%
10-30%
30-50%
50-70%
Greater than 70%
Number of Health Center Program Grantees
Co
lore
ctal
Can
cer
Scre
en
ing
Rat
e
HRSA-Funded Health Center Colorectal Cancer Screening Rates UDS 2013
CRC Screening
Health Center National Average
Annual UDS Performance Data publicly available at:
http://bphc.hrsa.gov/datareporting/index.html
UDS Website:
http://bphc.hrsa.gov/datareporting/reporting/index.html
• Reporting Resources
• UDS Training Resources
UDS Mapper: www.udsmapper.org
• HRSA has developed a mapping and support tool driven primarily
from data within the UDS
• Webinar trainings on using Mapper functionality available:
http://www.udsmapper.org/webinars.cfm
UDS Web Tools
49
Thank You!
Laura Makaroff Senior Clinical Advisor
Office of Quality Improvement Bureau of Primary Health Care
Health Resources and Services Administration U.S. Department of Health and Human Services
301-594-4479 [email protected]
Using Medicare Data for CRC
Matt Allison
52
American Cancer Society
Medicare Dataset Overview • Mainly 65+ • 6-8 month data lag for claims processing • Updates typically available quarterly • Can breakdown screening by test, race, ethnicity,
zip code, county, and provider • Available through ResDAC or QIO • Research Identifiable Files are available for custom
reports • Used by CMS to calculate provider reimbursement
53
Dataset issues
• Only 65+ age group
• Patient attribution can be difficult
• No record of screening before Medicare coverage
54
How to get it
• Talk to your state QIO • http://www.ahqa.org/quality-improvement-
organizations
• Provide basic report specifications • http://nccrt.org/wp-
content/uploads/Sample.NQF_.VendorrequestforCRCscreeningrates.pdf
• Contact ResDAC • http://www.resdac.org/about-resdac/contact-us
55
Example by County and Test
56
Example by Zip Code
57
Example Provider Scorecard
58
Example Screening Rate Mapping
59
60
Thank You!
• Today’s speakers
• Wilder Research
• NCCRT Evidence-based Education & Outreach Task Group
This webinar series was made possible in part by funding from the Centers for Disease Control and Prevention Cooperative Agreement Number 5U38DP004969-02. The views expressed in the materials and by speakers and moderators do not necessarily reflect the official policies of the Dept. of Health and Human Services.
Questions Join us for our next webinar on evaluating social media
Tuesday, August 11th at 2:30pm EST
For more information contact:
Mary Doroshenk, MA
To follow NCCRT on social media:
Twitter: @nccrtnews
Facebook: http://www.facebook.com/coloncancerroundtable