| Literature DB >> 29699587 |
Linong Ji1, Arthi Chandran2, Timothy J Inocencio3, Zilin Sun4, Qifu Li5, Guijun Qin6, Zheng Wei7, Stefan DiMario8, Richard H Chapman3.
Abstract
BACKGROUND: Pen needles are an important component of insulin delivery among patients with diabetes, but are not universally covered in China. We compared clinical and economic characteristics of insulin-dependent patients in China who have some level of pen needle (PN) reimbursement to those with no PN reimbursement.Entities:
Keywords: China; Costs; Diabetes mellitus; Insulin; Lipohypertrophy
Mesh:
Substances:
Year: 2018 PMID: 29699587 PMCID: PMC5921994 DOI: 10.1186/s12913-018-3095-9
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Demographic Characteristics, by PN Reimbursement Status
| Characteristics | Patients with PN Reimbursement | Patients without PN Reimbursement | |
|---|---|---|---|
| Patient age (years) | |||
| Mean (SD) | 62.4 (9.6) | 58.0 (12.2) | 0.0002 |
| Median (Q1, Q3) | 63 (57, 70) | 59.5 (50, 67) | |
| Sex† | |||
| Male (%) | 65 (45.8) | 135 (52.3) | 0.2518 |
| Female (%) | 77 (54.2) | 123 (47.7) | |
| Education level† | |||
| Primary school level or below (%) | 19 (13.4) | 30 (11.6) | 0.2204 |
| Junior school level (%) | 51 (35.9) | 75 (29.1) | |
| High school level (%) | 31 (21.8) | 68 (26.4) | |
| Bachelor’s degree (%) | 38 (26.8) | 80 (31.0) | |
| Master’s degree or above (%) | 1 (0.7) | 5 (1.9) | |
| Other (%) | 2 (1.4) | 0 (0.0) | |
| Type of medical insurancea,b | |||
| Urban employee medical insurance (%) | 123 (87.2) | 104 (41.1) | < 0.0001 |
| Urban resident medical insurance (%) | 12 (8.5) | 66 (26.1) | |
| New rural cooperation medical insurance (%) | 1 (0.7) | 48 (19.0) | |
| Commercial insurance (%) | 0 (0.0) | 2 (0.8) | |
| Free medical service (%) | 2 (1.4) | 24 (9.5) | |
| Other (%) | 0 (0.0) | 3 (1.2) | |
| More than 1 type (%) | 3 (2.1) | 6 (2.4) | |
| Incomea | |||
| No income (%) | 3 (2.1) | 30 (11.6) | 0.0002 |
| Below 1000 RMB (%) | 4 (2.8) | 16 (6.2) | |
| 1001–3000 RMB (%) | 92 (64.8) | 109 (42.3) | |
| 3001–5000 RMB (%) | 35 (24.7) | 71 (27.5) | |
| 5001–10,000 RMB (%) | 6 (4.2) | 25 (9.7) | |
| 10,001–25,000 RMB (%) | 1 (0.7) | 4 (1.6) | |
| Above 25,000 RMB (%) | 1 (0.7) | 3 (1.2) | |
Q1 Lower 25th percentile, Q3 upper 25th percentile, SD Standard deviation
*P-values were obtained using the χ2 test, with the exception of education level and type of medical insurance where the Fisher Exact test was used; p-values < 0.05 were considered to be statistically significant
aPercentages represent column percentages
b6 observations were missing responses for medical insurance
Clinical Characteristics, by PN Reimbursement Status
| Parameter | Patients with PN Reimbursement | Patients without PN Reimbursement | |
|---|---|---|---|
| Type of diabetesa | |||
| Type 1 (%) | 4 (2.8) | 22 (8.6) | 0.0260 |
| Type 2 (%) | 138 (97.2) | 235 (91.4) | |
| Duration of time with diabetes (years) | |||
| Mean (SD) | 11.8 (7.3) | 11.8 (7.7) | 0.9750 |
| Median (Q1, Q3) | 11 (7, 15) | 11 (5, 16) | |
| HbA1c | |||
| Mean (SD) | 8.0 (1.5) | 8.0 (1.8) | 0.7484 |
| Median (Q1, Q3) | 7.6 (6.8, 8.9) | 7.6 (6.8, 8.8) | |
| Glucose controla | |||
| HbA1c < 7% (%) | 43 (30.3) | 81 (31.4) | 0.8177 |
| HbA1c ≥ 7% (%) | 99 (69.7) | 177 (68.6) | |
| BMI | |||
| Mean (SD) | 25.1 (3.1) | 25.6 (3.2) | 0.0951 |
| Median (Q1, Q3) | 24.8 (22.7, 27.1) | 25.4 (23.5, 27.6) | |
| Frequency of hypoglycemia in previous six monthsa | |||
| 0 (%) | 60 (42.3) | 104 (40.5) | 0.4695 |
| 1–2 (%) | 42 (29.6) | 66 (25.7) | |
| 3+ (%) | 40 (28.2) | 87 (33.9) | |
| Duration of insulin therapy (years) | |||
| Mean (SD) | 5.9 (5.0) | 5.4 (4.3) | 0.4444 |
| Median (Q1, Q3) | 5 (2, 8) | 4 (2, 8) | |
| Presence of CVD† (% Yes) | 87 (61.3) | 103 (39.9) | < 0.0001 |
| Presence of hyperlipidemiaa (% Yes) | 77 (54.2) | 48 (18.6)) | < 0.0001 |
| Presence of lipohypertrophya (% Yes) | 59 (41.6) | 153 (59.3) | 0.0007 |
| Number of lipohypertrophy nodes | |||
| Mean (SD) | 1.5 (0.7) | 2.7 (2.5) | < 0.0001 |
| Median (Q1, Q3) | 1 (1, 2) | 2 (1, 3) | |
| Longest diameter of lipohypertrophy nodes | |||
| Mean (SD) | 16.8 (18.6) | 16.1 (11.9) | 0.1224 |
| Median (Q1, Q3) | 10 (5, 22) | 15 (8, 20) | |
*Differences in continuous variables were tested using Wilcoxon Rank Sum tests for non-normally distributed variables and the Student t-test for normally distributed variables; differences in categorical variables were tested using χ2 tests; p-values < 0.05 were considered significant
aPercentages represent column percentages
CVD Cardiovascular disease, HbA1c Hemoglobin A1c, Q1 Lower 25th percentile, Q3 Upper 25th percentile, SD Standard deviation
PN Re-use and Related Outcomes, by PN Reimbursement Status
| Parameter | Patients with PN Reimbursement | Patients without PN Reimbursement | |
|---|---|---|---|
| Subject rotates inulin injection sitea (% Yes) | |||
| Yes (%) | 105 (73.9) | 212 (82.2) | 0.0522 |
| No (%) | 37 (26.1) | 46 (17.8) | |
| Subject ever received instruction on insulin injectionsa (% Yes) | |||
| Yes (%) | 131 (92.3) | 229 (88.8) | 0.2650 |
| No (%) | 11 (7.7) | 29 (11.2) | |
| Most recent receipt or review of injection instructiona | |||
| Within the past 6 months (%) | 14 (10.7) | 18 (7.9) | 0.9523 |
| Within the past 6–12 months | 8 (6.1) | 14 (6.1) | |
| More than 1 year ago | 25 (19.1) | 47 (20.5) | |
| More than 2 years ago | 35 (26.7) | 65 (28.4) | |
| More than 5 years ago | 33 (25.2) | 54 (23.6) | |
| More than 10 years ago | 16 (12.2) | 31 (13.5) | |
| Subject re-uses pen needlesa (% Yes) | 129 (90.9) | 251 (97.3) | 0.0047 |
| Number of times a single PN is reused by the subject | |||
| Mean (SD) | 12.9 (31.1) | 19.5 (28.9) | < 0.0001 |
| Median (Q1, Q3) | 7 (3, 15) | 12 (6, 20) | |
*Differences in continuous variables were tested using Wilcoxon Rank Sum tests for non-normally distributed variables and the Student t-test for normally distributed variables; differences in categorical variables were tested using χ2 tests; p-values < 0.05 were considered significant
aPercentages represent column percentages
Q1 Lower 25th percentile, Q3 Upper 25th percentile, SD Standard deviation
Estimated Diabetes and Insulin-related Healthcare Utilization and Expenditures, by PN Reimbursement Status
| Patients with PN Reimbursement | Patients without PN Reimbursement | ||
|---|---|---|---|
| Resource Utilization in Prior Six Months | |||
| Number of Diabetes-related Outpatient Visits During Prior Six Monthsa | |||
| Mean (SD) | 2.65 (2.8) | 2.50 (2.4) | 0.2228 |
| Median (Q1, Q3) | 1 (0, 6) | 2 (0, 5) | |
| Any Diabetes-related Hospital Stay During Prior Six Months (% yes)a | 13 (9.2) | 45 (17.4) | 0.0234 |
| Daily Insulin Dose (in Units) | |||
| Mean (SD) | 29.18 (13.7) | 34.97 (20.3) | 0.0264 |
| Median (Q1, Q3) | 29.5 (18.0, 38.0) | 30.0 (20.0, 44.0) | |
| Daily Insulin Dose per kg of Body Weight | |||
| Mean (SD) | 0.45 (0.2) | 0.50 (0.3) | 0.0414 |
| Median (Q1, Q3) | 0.43 (0.28, 0.58) | 0.46 (0.28, 0.65) | |
| Costs in Previous Six Months (reported in 2015 RMB) | |||
| Diabetes-Related Outpatient Costsb | |||
| Mean (SD) | 1105 (1160.5) | 1040 (1006.9) | 0.5576 |
| Median (Q1, Q3) | 416 (0, 2497) | 832 (0, 2081) | |
| Diabetes-Related Hospital Costsb | |||
| Mean (SD) | 773 (2717.0) | 1589 (4231.8) | 0.0388 |
| Median (Q1, Q3) | 0 (0, 0) | 0 (0, 0) | |
| Insulin Costsb | |||
| Mean (SD) | 1328 (624.4) | 1591 (922.9) | 0.0025 |
| Median (Q1, Q3) | 1342 (819, 1729) | 1365 (910, 2002) | |
| Reported OOP Costs | |||
| Mean (SD) | 1226 (933.3) | 2217 (2079.1) | < 0.0001 |
| Median (Q1, Q3) | 995.5 (679, 1580) | 1761.9 (891, 2937) | |
| Total Diabetes-Related Costs | |||
| Mean (SD) | 4432 (3376.3) | 6433 (5147.2) | < 0.0001 |
| Median (Q1, Q3) | 3850 (2135, 5388) | 5075 (3441, 7576) | |
*Differences in continuous variables were tested using Wilcoxon Rank Sum tests and categorical variables (any diabetes-related hospital stay) using χ2 tests; p-values < 0.05 were considered significant
aValues represent outpatient visits and hospital stays during the past 6 months
bUnit costs: 1) insulin costs 0.25 RMB per unit; 2) outpatient/ER visits are 374.1 RMB per visit; 3) and hospital stays are 6581 RMB per stay
BMI Body mass index, DM Diabetes mellitus, kg Kilogram, OOP Out-of-pocket, PN Pen needle, Q1 Lower 25th percentile, Q3 Upper 25th percentile, SD Standard deviation
Factors Associated with Highest Direct Healthcare Expenditures in Previous Six-Monthsa
| Parameter | Odds Ratio | 95% CI | |
|---|---|---|---|
| Age (year) | 0.95 | 0.92, 0.98 | 0.0006 |
| Sex | |||
| Male | 0.98 | 0.55, 1.75 | 0.9382 |
| Female (ref) | -- | -- | |
| Education Level | |||
| High School and Below | 0.77 | 0.37, 1.59 | 0.4810 |
| Bachelor’s Degree and Above (ref) | -- | -- | |
| Type of Insurance | |||
| Urban Employee Medical Insurance* | -- | -- | -- |
| Urban Resident Medical Insurance | 1.72 | 0.82, 3.63 | 0.8539 |
| New Rural Cooperation Medical Insurance | 1.71 | 0.65, 4.49 | 0.8882 |
| Free medical service | 1.00 | 0.32, 3.14 | 0.3535 |
| Other | 2.23 | 0.31, 16.17 | 0.6961 |
| > 1 type | 2.64 | 0.50, 14.03 | 0.4922 |
| Income | |||
| No income (ref) | -- | -- | -- |
| 3000 RMB or below | 1.30 | 0.44, 3.81 | 0.4037 |
| Above 3000 RMB | 0.96 | 0.28, 3.33 | 0.6926 |
| Subject has some level of PN Reimbursement | |||
| Yes (ref) | -- | -- | -- |
| No | 4.56 | 2.14, 9.75 | < 0.0001 |
| Type of Diabetes | |||
| Type 1 (%) (ref) | -- | -- | -- |
| Type 2 (%) | 0.64 | 0.23, 1.85 | 0.4133 |
| Duration of diabetes | 0.96 | 0.91, 1.01 | 0.1311 |
| Duration of insulin | 1.03 | 0.95, 1.12 | 0.4174 |
| Hypoglycemia frequency in previous six months | |||
| None (ref) | |||
| 1 to 2 | -- | -- | -- |
| 3 or more | 1.12 | 0.56, 2.25 | 0.5576 |
| 1.84 | 0.97, 3.48 | 0.0624 | |
| BMI | 1.09 | 1.00, 1.20 | 0.0558 |
| Presence of CVD | 1.84 | 0.98, 3.48 | 0.0598 |
| Presence of hyperlipidemia | 1.67 | 0.86, 3.24 | 0.1300 |
| Retinopathy | 2.08 | 1.13, 3.85 | 0.0195 |
| Nephropathy | 0.90 | 0.41, 2.00 | 0.7983 |
| Neuropathy | 2.92 | 1.56, 5.49 | 0.0009 |
| Other complication | 1.03 | 0.35, 3.05 | 0.9578 |
*p-values < 0.05 were considered significant
aTotal costs under the 75th percentile of costs were considered to be low costs; costs at and above the 75th percentile were considered to be high costs; The cut-off point was based upon the distribution of costs in the data.
BMI Body mass index, CI Confidence interval, CVD Cardiovascular disease, OR Odds ratio, ref. reference group