| Literature DB >> 19252167 |
Jennifer E DeVoe1, Carrie J Tillotson, Lorraine S Wallace.
Abstract
OBJECTIVE: The purpose of this study was to examine the effects of health insurance and/or a usual source of care (USC) on receipt of diabetic-specific services and health care barriers for U.S. adults with diabetes. RESEARCH DESIGN AND METHODS: Secondary analyses of data from 6,562 diabetic individuals aged >or=18 years from the nationally representative Medical Expenditure Panel Survey from 2002 to 2005 were performed. Outcome measures included receipt of seven diabetic services plus five barriers to care.Entities:
Mesh:
Year: 2009 PMID: 19252167 PMCID: PMC2681031 DOI: 10.2337/dc09-0025
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Demographic characteristics of subjects with diabetes, by health insurance status and/or a USC
| Yes INS/Yes USC | Yes INS/No USC | No INS/Yes USC | No INS/No USC | |
|---|---|---|---|---|
| Total U.S. population | 68.0 | 9.6 | 12.8 | 9.6 |
| Diabetic population (unweighted | 84.2 | 2.7 | 10.8 | 2.3 |
| Age-group | ||||
| ≥65 years | 97.1 | 2.1 | 0.5 | 0.3 |
| 45–64 years | 78.7 | 2.9 | 16.2 | 2.3 |
| 18–44 years | 65.3 | 3.9 | 22.5 | 8.3 |
| Race/ethnicity | ||||
| White not Hispanic | 87.9 | 2.3 | 8.4 | 1.3 |
| Hispanic, any race | 69.5 | 3.1 | 19.7 | 7.6 |
| Non-white, non-Hispanic | 82.0 | 3.5 | 12.3 | 2.2 |
| Employment | ||||
| Employed | 79.9 | 2.6 | 14.4 | 3.2 |
| Not employed | 87.0 | 2.8 | 8.5 | 1.8 |
| Geographic residence | ||||
| Northeast | 89.5 | 0.9 | 8.8 | 0.8 |
| Midwest | 84.5 | 3.4 | 11.0 | 1.2 |
| South | 82.5 | 2.9 | 11.7 | 2.9 |
| West | 82.8 | 3.2 | 10.4 | 3.5 |
| Residence location | ||||
| MSA | 85.0 | 3.0 | 9.8 | 2.3 |
| Non-MSA | 81.5 | 1.8 | 14.2 | 2.5 |
| Education | ||||
| Not a high school graduate | 85.4 | 2.7 | 9.9 | 2.0 |
| High school graduate | 81.9 | 2.6 | 12.6 | 2.9 |
| Household Income | ||||
| High income | 90.5 | 2.6 | 6.0 | 0.9 |
| Middle income | 84.7 | 2.2 | 11.0 | 2.2 |
| Low income | 80.0 | 3.6 | 13.1 | 3.4 |
| Near poor | 80.9 | 2.4 | 13.4 | 3.3 |
| Poor | 75.2 | 3.1 | 17.6 | 4.1 |
| Health status | ||||
| Excellent/very good | 85.3 | 2.9 | 9.2 | 2.6 |
| Good | 84.4 | 2.8 | 10.6 | 2.2 |
| Fair/poor | 83.4 | 2.5 | 11.9 | 2.2 |
| Health insurance | ||||
| Any private | 90.9 | 2.6 | 5.5 | 1.0 |
| Public only | 89.9 | 3.6 | 5.9 | 0.6 |
| Uninsured | NA | NA | 78.8 | 21.3 |
Data are weighted %.
*Total in U.S. adult population from 4-year pooled sample (2002–2005) with known USC and insurance status information = 132,534 (weighted average annual population n = 286.44 million). Total in U.S. diabetic population from 4-year pooled sample (2002–2005) with known USC and insurance status information = 6,562 (weighted average annual populationn = 15.20 million). To derive population estimates, each record from the MEPS was weighted according to person-level weights provided by the data collection agency. Row percentages equal 100% (approximate, owing to rounding).
† P < 0.05 in the χ2 analyses for overall differences between subcategories of each demographic characteristic.
‡As a percentage of the FPL. MSA, Metropolitan Statistical Area.
Adjusted ORs with 95% CI for predictors of diabetes preventive care among U.S. adults
| A1C screening | LDL screening | Flu vaccination | Blood pressure check | Foot examination | Dilated eye examination | Routine check-up | |
|---|---|---|---|---|---|---|---|
| Health insurance/USC | |||||||
| Yes INS/Yes USC | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Yes INS/No USC | 0.22 (0.12–0.40) | 0.27 (0.16–0.46) | 0.47 (0.30–0.74) | 0.17 (0.08–0.38) | 0.41 (0.28–0.61) | 0.96 (0.65–1.43) | 0.34 (0.21–0.55) |
| No INS/Yes USC | 0.48 (0.36–0.64) | 0.41 (0.31–0.56) | 0.73 (0.58–0.91) | 0.42 (0.25–0.72) | 0.83 (0.68–1.02) | 0.84 (0.67–1.07) | 0.43 (0.33–0.56) |
| No INS/No USC | 0.23 (0.14–0.38) | 0.15 (0.10–0.24) | 0.27 (0.15–0.46) | 0.08 (0.05–0.15) | 0.25 (0.17–0.37) | 0.61 (0.40–0.92) | 0.17 (0.11–0.25) |
| Age-group (years) | |||||||
| ≥65 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 45–64 | 1.25 (0.95–1.65) | 0.69 (0.53–0.91) | 0.46 (0.38–0.55) | 1.01 (0.60–1.70) | 0.99 (0.82–1.20) | 0.85 (0.74–0.98) | 0.93 (0.73–1.19) |
| 18–44 | 0.80 (0.56–1.16) | 0.23 (0.16–0.33) | 0.27 (0.20–0.35) | 0.70 (0.39–1.26) | 0.73 (0.57–0.92) | 0.66 (0.52–0.83) | 0.49 (0.36–0.68) |
| Race/ethnicity | |||||||
| White not Hispanic | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Hispanic, any race | 0.89 (0.67–1.17) | 1.05 (0.75–1.47) | 0.77 (0.59–0.99) | 0.93 (0.52–1.67) | 0.95 (0.76–1.19) | 1.16 (0.96–1.40) | 1.32 (0.99–1.75) |
| Non-white, non-Hispanic | 0.78 (0.60–1.02) | 0.98 (0.76–1.27) | 0.58 (0.48–0.71) | 0.81 (0.50–1.31) | 0.96 (0.80–1.14) | 1.24 (1.05–1.47) | 1.17 (0.91–1.51) |
| Employment | |||||||
| Employed | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Not employed | 1.12 (0.86–1.44) | 0.95 (0.75–1.21) | 1.39 (1.16–1.68) | 1.18 (0.77–1.83) | 0.97 (0.81–1.16) | 1.15 (0.97–1.35) | 0.94 (0.76–1.17) |
| Geographic residence | |||||||
| Northeast | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Midwest | 1.25 (0.86–1.80) | 0.61 (0.42–0.89) | 0.82 (0.66–1.02) | 0.66 (0.28–1.52) | 1.04 (0.80–1.34) | 0.92 (0.74–1.16) | 0.41 (0.27–0.61) |
| South | 1.08 (0.79–1.49) | 0.71 (0.50–1.00) | 0.71 (0.59–0.84) | 0.83 (0.38–1.83) | 0.94 (0.76–1.15) | 0.94 (0.77–1.13) | 0.48 (0.34–0.69) |
| West | 0.89 (0.63–1.26) | 0.50 (0.33–0.77) | 0.95 (0.77–1.16) | 0.46 (0.20–1.06) | 0.91 (0.70–1.18) | 0.74 (0.60–0.93) | 0.34 (0.23–0.52) |
| Residence location | |||||||
| MSA | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Non-MSA | 1.16 (0.86–1.58) | 0.76 (0.58–1.01) | 1.14 (0.94–1.39) | 1.06 (0.64–1.74) | 0.75 (0.64–0.89) | 0.99 (0.83–1.18) | 0.89 (0.65–1.24) |
| Education | |||||||
| Not a high school graduate | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| High school graduate | 0.76 (0.59–0.98) | 0.83 (0.65–1.07) | 0.84 (0.71–1.00) | 0.93 (0.60–1.44) | 0.84 (0.70–1.01) | 0.94 (0.81–1.09) | 0.81 (0.65–1.00) |
| Household income | |||||||
| High income | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Middle income | 0.84 (0.63–1.13) | 0.83 (0.61–1.12) | 0.85 (0.70–1.04) | 0.96 (0.59–1.56) | 0.81 (0.66–0.98) | 0.92 (0.77–1.11) | 0.70 (0.54–0.90) |
| Low income | 0.69 (0.49–0.98) | 0.72 (0.51–1.02) | 0.88 (0.71–1.08) | 0.81 (0.45–1.45) | 0.80 (0.62–1.04) | 0.97 (0.79–1.20) | 0.79 (0.61–1.04) |
| Near poor | 0.80 (0.49–1.31) | 0.52 (0.32–0.86) | 0.73 (0.53–0.99) | 0.55 (0.23–1.30) | 0.66 (0.49–0.88) | 1.00 (0.76–1.32) | 0.63 (0.43–0.92) |
| Poor | 0.61 (0.43–0.88) | 0.62 (0.43–0.89) | 0.70 (0.55–0.88) | 0.80 (0.43–1.48) | 0.81 (0.63–1.04) | 1.22 (0.99–1.51) | 0.80 (0.57–1.12) |
| Health status | |||||||
| Excellent/very good | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Good | 1.59 (1.19–2.14) | 1.23 (0.92–1.66) | 0.99 (0.83–1.18) | 1.58 (0.98–2.56) | 1.18 (0.97–1.43) | 1.19 (1.00–1.41) | 0.98 (0.74–1.28) |
| Fair/poor | 1.47 (1.13–1.91) | 1.17 (0.85–1.61) | 1.16 (0.96–1.40) | 1.65 (0.99–2.73) | 1.28 (1.06–1.54) | 1.79 (1.49–2.15) | 0.85 (0.64–1.13) |
Data are adjusted ORs (95% CI).
*Respondent reported receiving A1C screening within the past year.
†Respondent reported having LDL cholesterol screening within the past year.
‡Respondent reported receiving influenza vaccination within the past year.
§Respondent reported having their blood pressure checked within the past year.
‖Respondent reported having his or her feet checked for sores by a health care provider within the past year.
¶Respondent reported having a dilated diabetic eye examination within the past year.
#Respondent reported having a routine check-up within the past year.
**Statistically significant (P < 0.05) OR. ORs are adjusted for all other variables in the table.
††As a percentage of the FPL. MSA, Metropolitan Statistical Area.
Predictors of unmet health care needs among U.S. adults with diabetes
| Unmet medical care needs | Unmet dental care needs | Unmet prescription needs | Problems with specialty referrals | Delayed urgent care | |
|---|---|---|---|---|---|
| Health insurance/USC | |||||
| Yes INS/Yes USC | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Yes INS/No USC | 1.35 (0.75–2.43) | 1.82 (0.90–3.72) | 1.43 (0.81–2.55) | 1.44 (0.85–2.45) | 1.15 (0.66–1.99) |
| No INS/Yes USC | 2.76 (2.02–3.78) | 2.55 (1.81–3.59) | 1.99 (1.48–2.69) | 1.66 (1.21–2.28) | 1.50 (1.12–2.00) |
| No INS/No USC | 5.51 (3.49–8.70) | 2.93 (1.86–4.61) | 3.67 (2.39–5.64) | 3.52 (1.61–7.68) | 3.13 (1.53–6.38) |
| Age-group | |||||
| ≥65 years | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 45–64 years | 2.33 (1.68–3.22) | 1.88 (1.42–2.51) | 1.59 (1.23–2.05) | 1.54 (1.24–1.92) | 1.52 (1.20–1.93) |
| 18–44 years | 2.59 (1.65–4.06) | 2.11 (1.44–3.08) | 1.63 (1.12–2.38) | 2.32 (1.58–3.42) | 1.58 (1.11–2.27) |
| Race/ethnicity | |||||
| White (not Hispanic) | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Hispanic (any race) | 0.42 (0.28–0.62) | 0.62 (0.42–0.93) | 0.47 (0.31–0.71) | 1.47 (1.12–1.92) | 1.49 (1.14–1.95) |
| Non-white (non- Hispanic) | 0.57 (0.41–0.78) | 0.95 (0.71–1.27) | 0.70 (0.52–0.96) | 1.46 (1.15–1.85) | 1.27 (0.99–1.63) |
| Employment | |||||
| Employed | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Not employed | 1.11 (0.80–1.55) | 1.18 (0.86–1.62) | 0.90 (0.68–1.20) | 1.11 (0.87–1.42) | 1.27 (0.96–1.68) |
| Geographic residence | |||||
| Northeast | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Midwest | 1.09 (0.66–1.81) | 1.49 (0.95–2.33) | 1.18 (0.76–1.83) | 0.69 (0.51–0.94) | 1.26 (0.89–1.80) |
| South | 1.26 (0.83–1.93) | 1.37 (0.90–2.08) | 1.31 (0.89–1.93) | 0.66 (0.52–0.85) | 1.21 (0.89–1.64) |
| West | 1.54 (0.97–2.47) | 1.21 (0.78–1.89) | 1.36 (0.87–2.11) | 0.89 (0.67–1.19) | 1.35 (0.97–1.88) |
| Residence location | |||||
| MSA | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Non-MSA | 0.81 (0.61–1.08) | 0.84 (0.61–1.15) | 0.89 (0.67–1.17) | 0.91 (0.73–1.15) | 1.13 (0.91–1.40) |
| Education | |||||
| Not a high school graduate | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| High school graduate | 0.99 (0.76–1.29) | 0.97 (0.73–1.30) | 1.03 (0.82–1.30) | 0.97 (0.77–1.23) | 0.92 (0.73–1.15) |
| Household income | |||||
| High income | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Middle income | 1.53 (1.04–2.25) | 1.72 (1.16–2.53) | 1.88 (1.39–2.54) | 0.93 (0.73–1.20) | 1.27 (0.96–1.69) |
| Low income | 1.32 (0.86–2.02) | 1.98 (1.33–2.97) | 2.25 (1.64–3.10) | 0.86 (0.63–1.18) | 1.06 (0.77–1.46) |
| Near poor | 2.03 (1.21–3.39) | 1.75 (1.05–2.92) | 2.49 (1.63–3.81) | 1.05 (0.71–1.57) | 1.07 (0.72–1.58) |
| Poor | 1.96 (1.25–3.08) | 2.15 (1.41–3.28) | 2.70 (1.86–3.93) | 1.11 (0.80–1.54) | 1.03 (0.76–1.41) |
| Health status | |||||
| Excellent/very good | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Good | 1.42 (1.01–2.01) | 0.96 (0.66–1.39) | 1.63 (1.11–2.39) | 0.91 (0.66–1.25) | 1.42 (1.01–2.01) |
| Fair/poor | 1.83 (1.34–2.50) | 1.80 (1.30–2.48) | 2.70 (1.88–3.88) | 1.43 (1.07–1.92) | 1.83 (1.34–2.50) |
Data are adjusted ORs (95% CI).
*Respondent reported being unable to get medical care when needed within the past year.
†Respondent reported being unable to get dental care when needed within the past year.
‡Respondent reported being unable to get prescription medications when needed within the past year.
§Respondent reported a problem in getting a specialty referral when needed within the past year (only among those who were referred to a specialist in the past year, n = 3,353).
‖Respondent reported not always getting timely urgent care when needed within the past year (only among those who reported having an urgent need for care in the past year, n = 2,766).
¶Statistically significant (P < 0.05) OR. ORs are adjusted for all other variables in the table.
#As a percentage of the FPL. MSA-Metropolitan Statistical Area.