| Literature DB >> 35915454 |
Lilian Tzivian1, Jelizaveta Sokolovska2, Anna E Grike3, Agate Kalcenaua4,5, Abraham Seidmann6,7, Arriel Benis8,9, Martins Mednis5, Ieva Danovska5, Ugis Berzins5, Arnolds Bogdanovs5, Emil Syundyukov5,10.
Abstract
INTRODUCTION: Insulin pump therapy represents an alternative to multiple daily injections and can improve glycemic control and quality of life (QoL) in Type 1 diabetes mellitus (T1DM) patients. We aimed to explore the differences and factors related to the T1DM-specific QoL of such patients in Latvia. DESIGN AND METHODS: A mixed-method cross-sectional study on 87 adult T1DM patients included 20 pump users and 67 users of injections who participated in the quantitative part of the study; 8 pump users and 13 injection users participated in the qualitative part. Patients were invited to participate using a dedicated digital platform. Their QoL and self-management habits were assessed using specially developed questionnaires adapted to Latvian conditions. Multiple logistic regression models were built to investigate the association between social and self-management factors and patients' QoL. In addition, qualitative analysis of answers was performed.Entities:
Keywords: Comparative effectiveness research; Diabetes-related expenses; Health economics; Insulin pump; Multiple daily insulin injections; Quality of life; Real World Data digital tool; Type 1 diabetes mellitus
Mesh:
Substances:
Year: 2022 PMID: 35915454 PMCID: PMC9344781 DOI: 10.1186/s12955-022-02029-2
Source DB: PubMed Journal: Health Qual Life Outcomes ISSN: 1477-7525 Impact factor: 3.077
Fig. 1Visual engagement material used in study invitations
Fig. 2Electronic platform—research study metadata query view
Demographic and T1DM-related characteristics of participants, by method of insulin administration
| Variable | Categories | Pump users, | Injection users, | |
|---|---|---|---|---|
| Age, median (25%–75%) | 20.0 (18.2–22.0) | 31.0 (25.0–40.0) | < 0.01 | |
| Female gender, N (%) | 12 (60.0) | 43 (64.2) | 0.18 | |
| Pregnancy for female, N (%) | Not pregnant at the time of the study | 8 (40.0) | 24 (35.8) | 0.62 |
| Education | Higher education Less than higher education | 6 (14.0) 14 (31.8) | 37 (86.0) 30 (68.2) | 0.07 |
| Living conditions | Not alone Alone | 18 (24.0) 2 (16.7) | 57 (76.0) 10 (83.3) | 0.73 |
BMI, median (25%–75%) | 24.8 (21.6 – 29.4) | 23.5 (20.8 – 26.5) | 0.19 | |
| Income | ≤ 600 Euro/month > 600 Euro/month | 13 (44.8) 7 (14.9) | 16 (55.2) 40 (85.1) | < 0.01 |
Years with T1DM, median (25%–75%) | 14.0 (12.0 – 17.8) | 14.0 (9.0 – 23.0) | 0.73 | |
| T1DM expenses | ≤ 100 Euro/month > 100 Euro-month | 1 (2.1) 18 (48.6) | 46 (97.9) 19 (51.4) | < 0.01 |
Hypoglycemia — week, median (25%–75%) | 3.0 (2.0 – 5.0) | 3.0 (1.0 – 5.0) | 0.52 | |
| Hypoglycemia — half-year, median (25%–75%) | 1.2 (0.0 – 32.7) | 0.0 (0.0 – 6.0) | 0.16 | |
| Number of HbA1c tests in 2020, N (%) | 0 1 2 3 4 | 3 (50.0) 9 (24.3) 4 (19.0) 2 (18.2) 2 (16.7) | 3 (50.0) 28 (75.7) 17 (81.0) 9 (81.8) 10 (83.3) | 0.54 |
| HbA1c at the last medical check, mean ± SD | 11.1 ± 13.6 | 7.7 ± 2.2 | 0.20 | |
| HbA1c < 7, N (%) | < 7 ≥ 7 | 5 (14.7) 14 (27.5) | 29 (85.3) 37 (72.5) | 0.19 |
Quality of life and self-management, grouped by method of insulin administration
| Variable, median (25%–75%) | Insulin Pump Users, N = 20 | Multiple Daily Injection Users, N = 67 | |
|---|---|---|---|
| Signs and symptoms | 63.3 (52.5–77.9) | 61.7 (48.3–73.3) | 0.55 |
| Therapy | 87.5 (66.3–95.0) | 75.0 (60.0–85.0) | 0.07 |
| Care | 79.2 (59.4–91.7) | 70.8 (58.3–83.3) | 0.31 |
| Concerns | 62.5 (43.8–75.0) | 50.0 (25.0–62.5) | 0.02 |
| Communication | 89.6 (71.9–99.0) | 79.2 (62.5–95.8) | 0.23 |
| Total QoL | 72.7 (64.1–86.7) | 66.0 (51.8–79.0) | 0.09 |
| General | 59.0 (54.8–69.8) | 66.0 (47.0–81.0) | 0.34 |
| Diet | 37.5 (30.0–49.4) | 45.0 (30.0–52.5) | 0.80 |
| Physical activities | 60.0 (37.9–78.8) | 48.3 (35.0–70.0) | 0.29 |
| Total SM | 49.5 (43.9–62.9) | 52.9 (39.8–61.3) | 0.98 |
Association between Total QoL and demographic and T1DM-related factors
| Variable | Odds ratio, OR | 95% confidence interval (CI) | |
|---|---|---|---|
| Method of insulin administration | 7.38 | 0.87; 62.9 | 0.07 |
| Age | 0.90 | 0.82; 0.99 | 0.02 |
| Sex | 9.62 | 2.20; 42.1 | < 0.01 |
| Education | 0.26 | 0.06; 1.06 | 0.07 |
| Income | 0.63 | 0.16; 2.66 | 0.53 |
| T1DM expenses | 7.01 | 1.29; 38.0 | 0.02 |
| Years with T1DM | 1.16 | 1.05; 1.30 | < 0.01 |
| Total SM | 1.07 | 1.02; 1.13 | < 0.01 |
Main characteristics of interviewed participants
| Number of the interview | Name in the study* | Age range | Age when diabetes was diagnosed | Years with T1DM | Having T1DM diary | Method of insulin administration |
|---|---|---|---|---|---|---|
| 1 | E | 20–30 | 10 | 13 | No | Multiple daily injections |
| 2 | B | 20–30 | 26 | 1 | No | Multiple daily injections |
| 3 | F | 50–60 | 19 | 31 | No | Multiple daily injections |
| 4 | D | 20–30 | 12 | 12 | At the beginning | Insulin pump |
| 5 | L | 10–20 | 9 | 9 | Till started to use a pump | Insulin pump |
| 6 | M | 10–20 | 10 | 8 | For physician visits only | Insulin pump |
| 7 | C | 20–30 | 16 | 9 | Yes | Insulin pump |
| 8 | G | 20–30 | 9 | 16 | At the beginning | Insulin pump |
| 9 | R | 30–40 | 27 | 11 | At the beginning | Multiple daily injections |
| 10 | O | 30–40 | 12 | 25 | Yes | Multiple daily injections |
| 11 | N | 30–40 | 24 | 20 | Yes | Multiple daily injections |
| 12 | Z | 30–40 | 15 | 18 | No | Multiple daily injections |
| 13 | I | 30–40 | 28 | 7 | App | Multiple daily injections |
| 14 | V | 30–40 | 2.5 | 34.5 | No | Multiple daily injections |
| 15 | S | 40–50 | 8 | 35 | No | Multiple daily injections |
| 16 | J | 30–40 | 26 | 5 | Yes | Multiple daily injections |
| 17 | Q | 20–30 | 8 | 18 | For physician visits only | Multiple daily injections |
| 18 | K | 30–40 | 17 | 21 | App | Multiple daily injections |
| 19 | T | 30–40 | 17 | 19 | App | Insulin pump |
| 20 | P | 20–30 | 4 | 18 | No | Insulin pump |
| 21 | A | 20–30 | 9 | 11 | No | Insulin pump |
*No relation between the name in the study and the participant’s real name
Categories of answers of interview participants
| Major theme | Subcategory |
|---|---|
| Diagnosis-related | Perception of diagnosis |
| T1DM-related trainings in different ages | |
| Coming back to feel in studies and at work | |
| Daily self-control | Insulin administration |
| Measure of the level of glucose | |
| Nutrition and physical activity | |
| T1DM diary | |
| Life with T1DM | T1DM-related costs |
| Pregnancy | |
| Need for additional support |