Title: Influences of the Organization of Primary Care Practice on Colorectal Cancer Screening Rates
1Influences of the Organization of Primary Care
Practice on Colorectal Cancer Screening Rates
- Elizabeth Yano, PhD1,2
- Lynn Soban, PhD, RN1,2
- David Etzioni, MD, MSHS1,3
- Patricia Parkerton, PhD1,2
- 1 VA Greater Los Angeles HSRD Center of
Excellence 2 UCLA School of Public Health 3
David Geffen-UCLA School of Medicine - 7th Annual Health Care Organizations Conference
- Richmond, Virginia ? June 2005
2Acknowledgments
- Colorectal Cancer QUERI (Project CRS 02-163)
- Michelle vanRyn, PhD, Laura Kochevar, PhD,
Melissa Partin, PhD, Center for Chronic Disease
Outcomes Research, Minneapolis VA and University
of Minnesota - UCLA RWJ Clinical Scholars Program
- VA Office of Quality Performance
- Steven Wright, PhD, Mike Kerr, Dean Bross
- VA Greater Los Angeles HSRD Center of Excellence
- Andy Lanto, MA, MingMing Wang, MPH, Ismelda
Canelo, Vera Snyder-Schwartz, MA, Lisa
Rubenstein, MD - VA Office of Academic Affiliations
- Linda Johnson, PhD, Director, Associated Health
Postdoctoral Fellowship Program
3The Old VA?
4U.S. Veterans
- Veterans are Americans who have been discharged
from military service - U.S. citizens, typically English-speaking
- Men and women 18 years and older
- Over 26 million in U.S. (2000) (13 population)
- Nearly 4 decline since 1990 (1 million deaths)
- Represents from 10-17 of civilian
population/state - Mostly white non-Hispanic males (average age 58),
mostly employed high school graduates
Sources U.S. Census (2000), National Survey of
Veterans (2001)
5U.S. Veterans
- 94 of veterans are men
- Compared to 49 of US adults
- 6 of vets are women
- Women veterans tend to be
- Younger
- Have a higher education level
- Include a greater of minorities
- Fastest growing segment of new VA users
- Projected to be 10 by 2010
- Nearly 20 of OEF/OIF military
Sources 2001 National Survey of Veterans,
Center for Women Veterans.
6Placing VA Users in ContextSociodemographics
Source Wilson Kizer, Health Affairs, 1997.
7Placing VA Users in ContextInsurance and Health
Status
Veterans who use the VA have fewer options
and heavier health needs...
Source Wilson Kizer, Health Affairs, 1997.
8Health Status of U.S. Veterans
- Eye or vision problem (56) ? 63-76 of VA users
- High blood pressure (34) ? 40-48
- Arthritis or rheumatism (26.8) ? 39-55
- Heart trouble (16) ? 20-28
- Severe chronic pain (15) ? 27-54
- Stomach or digestive disorder (13) ? 19-37
- Other ear, nose or throat condition (13) ?
19-28 - Diabetes requiring insulin or dietary tx (11) ?
12-18 - Kidney or bladder trouble (10) ? 14-24
Substantially higher chronic disease burden,
lower SF-36 scores, yet rates of physical
decline 2.5 times lower than civilian outcomes
Source 2001 National Survey of Veterans Among
top 3 priority groups
9Major Reorganization of VA Health Care System
(1996)
- Historically, VA was
- Regionally-supported (4 geographic regional
offices) - Individually-managed hospitals focused on
specialty care - Funded through prior-year cost reimbursement
- Extremely poor quality of care reputation
- Congressionally approved VA reorganization
- Veterans integrated service networks (VISNs)
(n22) - Network-level leadership with budget control and
executive performance agreements (incentivized
audit-and-feedback) - Funded by population served (capitated)
- Simultaneous eligibility reform changed VA to
health plan/payor - Computerized patient record system (CPRS)
w/decision support - Primary care as platform for restructuring care
delivery
10VA Health Care System as the Organizational
Context
- VA health care system largest in U.S.
- 163 hospitals, 750 freestanding community-based
outpatient clinics, 130 nursing homes, 200 vet
ctrs - Served over 5 million patients in past year
- Affiliated with over 1,200 academic institutions
- Including 107 medical schools, 55 dental schools
- 110,000 students and trainees in 45
disciplines/year - ½ of all U.S. MDs received part of their
training in VA - VA market penetration growing rapidly
- 20 of those 65
- VA health care budget 25.9 billion (2003)
11Colorectal Cancer Screening
- Colorectal cancer (CRC) represents one of highest
clinically preventable disease burdens - Efficacious screening tests available (e.g., FOBT
w/follow-up, sigmoidoscopy, colonoscopy) - Widespread recognition of importance of early
detection - Yet variation in CRC screening remains high
- Patient-level determinants (e.g., insurance,
knowledge deficits, patient preferences) - Contextual factors (e.g., area characteristics)
- Current knowledge of organizational factors
limited
12VA Colorectal Cancer Screening
- VA has achieved higher CRC screening rates than
other systems or settings - among the lowest performing prevention measures
- among most variable despite nearly 10 years
effort
13Study Objective
- To evaluate the contribution of primary care
practice-level determinants of colorectal cancer
(CRC) screening variations - Accounting for contextual factors
- Controlling for patient-level factors
14Conceptual Model Study Design
Primary Care Practice Organization (99-00)
Patient Outcomes (01)
CENTRALIZATION
Patient Receipt of Colorectal Cancer Screening
Test
INTEGRATION
CONTROL VARIABLES Regional variations Patient
covariates
-
DIFFERENTIATION
Adapted from Bazzoli et al., 1999 Dubbs et
al., 2004 Zapka et al., 2002 Zapka Lemon 2004
15Organizational Measures
- Centralization
- Primary care authority over decision-making
- Practice structure and operations (k4, a0.89)
- Staffing and human resource management (k5,
a0.84) - Organizational influence outside of practice
(k4, a0.78) - Financial independence/resource control
- Separate budgetary control over primary care
- Ability to recapture cost savings and re-invest
in practice - Resource alignment to PC mission through PC
service lines
Source Yano et al. VA Primary Care Practices
Survey (1999-2000)
16Organizational Measures
- Integration
- Sufficiency of resources supporting service
coordination - Non-physician staffing (k3, a0.69)
- Admin/clinical space supporting PC functions
(k3, a0.85) - Clinical support arrangements (k5, a0.81)
- Differentiation
- Organizational complexity of PC practice
environment - Practice size
- Academic affiliation
- Local area managed care penetration
Sources From Yano et al. VA Primary Care
Practices Survey (1999-2000) Except for
practice size (Austin), area managed care
penetration (InterStudy)
17Patient-Level Measures
- Screened for colorectal cancer
- At least 3 returned fecal occult blood test
- (FOBT) cards (past 12 months) OR
- Flexible sigmoidoscopy (past 5 years) OR
- Colonoscopy (past 10 years)
- Sociodemographics
- Age, gender, race-ethnicity, income,
- insurance status
- Utilization
- Primary care visits (past 12 months)
Chart reviews (EPRP)
Austin admin data (OPC)
18Sample Determination
Organizations
Patients
Org Survey Data (n219)
Patient Data (n52,323)
- history of CRC
- history of IBD
- history of polyps
- ages 52-85 years
- PC visit patterns
VAMCs Only (n159)
Complete Data (n155)
Patient Data (n38,818)
VA/CMS merge
19Statistical Analysis
- Correlation coefficients and ANOVA
- To examine bivariate relationships between
organizational predictors and facility-level CRC
screening rates - Generalized estimating equations (GEE)
- To evaluate influence of organizational
characteristics on a patients probability of
receiving CRC screening - Correcting for patient clustering within
facilities - Adjusting for patient-level covariates and region
20Organizational Characteristics of VA Health Care
Facilities (n155)
21Organizational Characteristics of VA Health Care
Facilities (n155)
22Characteristics of Patients Eligible for CRC
Screening (n38,818)
23Organizational Characteristics and Colorectal
Cancer Screening
p
24Organizational Characteristics and Colorectal
Cancer Screening
p
25Practice-Level Predictors of Patients Receipt of
CRC Screening
Generalized estimating equations (GEE) model,
adjusted for clustering of patients within
practices and for patient-level age, gender,
race-ethnicity, income, insurance, PC visit rates.
26Conclusions
- Crossing the quality chasm will require major
changes in how care is organized - VA as case study
- Restructured delivery to teams, service lines
- Implemented electronic medical records
- Changed incentives w/audit-and-feedback
- Increased managerial/clinical decision support
- and public sector turnaround
- Substantial changes in quality of care over time
- Demonstrably better performance than Medicare
- Demonstrably better diabetes care than Kaiser
Sources IOM, 2001 Jha, et al., 2003 Asch, et
al., 2004 Kerr, et al., 2005.
27Conclusions
- Patients were much more likely to receive CRC
screening if they were attending a PC practice
with - Greater autonomy over how care is organized
- Consistent with office-systems approaches
- Necessary but not sufficient substrate for QI and
org change - Higher investment in clinical support
arrangements - May offset impact of competing demands in busy PC
practice - Strong mediating role of VA electronic medical
records
28Conclusions
- Patients were much more likely to receive CRC
screening if they were attending a PC practice - In smaller care environments
- PC in large, tertiary care settings is less
organized - As practices grow, hierarchical levels ? (?
bureaucracy) - Practices also in competition for centralized
resources - But evidence on influence of practice size mixed
(e.g., practice size predictor of cervical
cancer screening) - Single-encounter screening (eg, paps, flu shots)
vs. - multiple-encounter screening (eg, CRC
screening) - Multiple-encounter screening requires practice
autonomy and integration of sufficient resources
to support work of PCPs
Sources Goldzweig et al. 2004 Battista et al
1990.
29Implications
- Placing VA in organizational context
- VA as staff-model HMO (akin to Kaiser)
- VA as integrated delivery system (IDS)
- All practices linked through electronic records,
common policies and procedures - Hierarchical reporting authority and performance
accountability - Common focus on health care needs of specific
community veterans - VA organizational traits not unlike other medical
group practices - Survival threat and leadership overcame barriers
to change
30They always say time changes things, but you
actually have to change them yourself.
Andy Warhol, The Philosophy of Andy Warhol
31Thank you for your attention
and input