Impact of State Mandatory Health Insurance Coverage on the Utilization of Selected Diabetes Care Services
Rui Li, Ph.D. Ping Zhang, Ph.D. Dekeely Hartsfield, M.P.H Division of Diabetes Translation Centers for Disease Control and Prevention Contact: Rli2@cdc.gov
The findings and conclusions in this presentation have not been formally disseminated by the Centers for Disease Control and Prevention and should not be construed to represent any agency determination or policy
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14 million diagnosed with diabetes
7 million with un-diagnosed diabetes
41 million with pre-diabetes
NHANES
Diabetes is Serious and Costly in US
Seven percent of US population Serious complications Cost more than 132 billion per year in 2002 Complications can be prevented or delayed
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Research question
State Mandatory Laws and Regulations
Utilization of the services
Health Insurance Coverage
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State Mandates
Affect private insurance Group and individual policies from Insurance companies or HMOs within a state Self-insured companies are exempted by
Employee Retirement Income Security Act (ERISA) 30-50% employees are exempted
Forty-six states and D.C. have mandate
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Name of the States with Laws and Effective Year
Effective Year
1987 1994
WI MN, NY FL ME, NJ, RI, WV AK, NV, NM, OK, TN, TX CO, CT, GA, IN, KS, KY, LA, MD, MS, MO, NH, NC, VT, WA AZ, IL, IA, PA, VA AK, CA, DE, MA, NE, SC, SD, UT HI, MI, WY, D.C. MT, OR
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States
1995
1996 1997 1998 1999 2000 2001 2002
Coverage of State Mandates
Coverage Self-management education Medical nutritional therapy Therapeutic foot wear Periodical eye and foot exams HbA1c test
General coverage of pharmaceuticals, devices, and supplies Devices for insulin self-administration
Number of states 40 24 12 3 5 41 23 32 34 31 1 1
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Monitors and strips Insulin Oral agents High-risk assessment Vaccination
Hypotheses
Mandate Coverage
Coverage of Monitors and strips HbA1c test Self-management education (SME) Eye exams Annual foot exams Foot exams Footwear Having all three Having Law
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Increase
Utilization
DSMG
Outcome
Lower HbA1c level
Annual eye exams
Lower Mortality
Less eye complications
Less foot complications
Data Sources
Behavioral Risk Factors Surveillance Survey (BRFSS) 1996-2000
Annual, state-based, random telephonesurvey of 150,000-210,000 communitydwelling US adults (aged 18 or older) Survey questions designed by CDC Core questionnaire required to report by states More than 40 states reported special diabetes module
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Study Population
People with self-reported diabetes 9215 observations in the final analysis Health insurance type
Employer provided Self-bought
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Econometric model
Prob (Utilizationi,k,t)= Logit ( + 1*Lawk,t=m + 2*Lawk,t>m + 3*Zi + 4*Xk + 5*Timet)+
Z—Individual characteristics X—State level characteristics i—Individual indicator k—State indicator t—Time indicator m—Year that law took effect
We used STATA 8 survey commands to do all the analysis
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Dependent Variables
based on Healthy People 2010 National Goals for Diabetes
If Self-monitoring blood glucose (DSMG) at least once daily
“About how often do you check your blood for glucose or sugar? Include times when checked by a family member or friend, but do not include times when checked by a health professional.”
If receiving annual eye dilated exams
“When was the last time you had an eye exam in which the pupils were dilated? This would have made you temporarily sensitive to bright light.”
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Dependent Variables (Cont’d)
If receiving annual foot exams
“About how many times in the last year has a health professional checked your feet for any sores or irritations?”
If receiving all three services
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Results
Before mandate First year of Mandate
100% 80% 60% 40% 20% 0%
Daily SMBG Annual foot exams Annual eye exams
*** * ***
The follow ing years
* **
Healthy People 2010 Goal
*
Combine
Figure I. Percentage of People with Diabetes Using the Selected Diabetes Care Services
Before and After Mandate (unadjusted)
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Effect of State Mandates on Daily Self-monitoring Blood Glucose level
Coefficient (s.e.)
First Year (monitors & strips) a
0.02 (0.03)
Years after
0.05* (0.02)
First year (SME)b Years after
0.01 (0.03) 0.04 (0.02)
First year (HbA1c test)c Years after
0.09 (0.05) 0.02 (0.03)
a,b,c: Results were from three regressions for different law components The reported coefficients were marginal probabilities
*: p<=0.05; **: p<=0.01; ***: p<=0.001
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Effects of State Mandates on Annual Eye Exams
Coefficient (s.e.)
First year (SME) Years after -0.01 (0.03) 0.01 (0.02)
First year (eye exams) Years after
0.01 (0.03) -0.03 (0.03)
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Effects of State Mandates on Annual Foot Exams
Coefficient( s.e.)
First year (SME)
Years after First year (foot exam) Years after First year (foot wear)
0.05 (0.03)
0.04 (0.02)&
0.11 (0.07) 0.02 (0.03) 0.06 (0.04)
Years after
&: significant at 0.1 level
0.04 (0.03)
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Effects of Having State Mandate on Receiving all Three Services
Coefficient (s.e.)
First year Years after
0.07** (0.03) 0.04** (0.02)
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Conclusion and Implications
State mandatory health insurance coverage has some effect on the utilization of selected diabetes care services
Coverage on diabetes monitor and strips increased likelihood of daily SMBG State mandated did not have an effect on annual eye and foot exams Increased SMBG increased likelihood of receiving all three services
Further studies are needed to understand why the state mandates had limited effect on selected diabetes services
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