| Literature DB >> 31647820 |
Abdallah Y Naser1,2, Ian C K Wong1,3, Cate Whittlesea1, Hassan Alwafi1, Amjad Abuirmeileh2, Zahra Khalil Alsairafi4, Fawaz Mohammad Turkistani5, Nedaa Saud Bokhari5, Maedeh Y Beykloo1, Dalal Al-Taweel4, Mai B Almane6, Li Wei1.
Abstract
BACKGROUND: Preventing hypoglycaemia is an essential component of diabetes self-management that is affected by patients' attitudes and perceptions. This study aimed to explore the hypoglycaemia problem-solving ability of patients who have diabetes mellitus and factors that determine their attitudes and perceptions towards their previous events.Entities:
Mesh:
Substances:
Year: 2019 PMID: 31647820 PMCID: PMC6812873 DOI: 10.1371/journal.pone.0222275
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Patient characteristics from each country.
| Demographics | Overall (n = 895) | Jordan (n = 300) | Saudi Arabia (n = 302) | Kuwait (n = 293) |
|---|---|---|---|---|
| Male | 469 (52.4) | 183 (61.0) | 160 (53.0) | 126 (43.0) |
| 53.5 ± 13.7 | 60.0 ± 9.4 | 50.1 ± 13.2 | 50.3 ± 15.4 | |
| Married | 757 (84.6) | 294 (98.0) | 242 (80.1) | 221 (75.4) |
| Not educated | 47 (5.3) | 18 (6.0) | 13 (4.3) | 16 (5.5) |
| Completed primary or lower | 188 (21.0) | 127 (42.3) | 33 (10.9) | 28 (9.6) |
| Completed secondary grade | 257 (28.7) | 67 (22.4) | 117 (38.7) | 73 (24.9) |
| College/university or above | 403 (45.0) | 88 (29.3) | 139 (46.0) | 176 (60.1) |
| Unemployed or retired | 553 (61.8) | 261 (87.0) | 141 (46.7) | 151 (51.5) |
| Employed | 342 (38.2) | 39 (13.0) | 161 (53.3) | 142 (48.5) |
| Type 1 diabetes mellitus | 109 (12.2) | 11 (3.7) | 31 (10.3) | 67 (22.9) |
| Type 2 diabetes mellitus | 786 (87.8) | 289 (96.3) | 271 (89.7) | 226 (77.1) |
| Less than 5 years. | 235 (26.3) | 73 (24.3) | 109 (36.1) | 53 (18.1) |
| Between 6 and 10 years | 223 (24.9) | 75 (25.0) | 73 (24.2) | 75 (25.6) |
| Between 11 and 15 years | 175 (19.6) | 63 (21.0) | 57 (18.9) | 55 (18.8) |
| More than 15 years | 262 (29.3) | 89 (29.7) | 63 (20.9) | 110 (37.5) |
| Oral antidiabetic medications | 316 (35.3) | 166 (55.3) | 45 (14.9) | 105 (35.8) |
| Insulin | 258 (28.8) | 56 (18.7) | 114 (37.7) | 88 (30.0) |
| Both (Oral medications and insulin) | 321 (35.9) | 78 (26.0) | 143 (47.4) | 100 (34.1) |
| Yes | 93 (10.4) | 17 (5.7) | 10 (3.3) | 66 (22.5) |
Participant median scores for hypoglycaemia problem-solving ability (n = 895).
| Score/ Scale | Patients score out of 100% | ||||
|---|---|---|---|---|---|
| Scale/Subscale | Number of Item | Range | Median | IQR | |
| 24 | 0–96 | 63.00 | 13.00 | 65.6 | |
| 6 | 0–24 | 14.00 | 7.00 | 58.3 | |
| Problem-solving perception | 4 | 0–16 | 8.00 | 6.00 | 50.0 |
| Detection control | 2 | 0–8 | 6.00 | 2.00 | 75.0 |
| 18 | 0–72 | 49.00 | 13.00 | 68.1 | |
| Identifying problem attributes | 5 | 0–20 | 14.00 | 5.00 | 70.0 |
| Setting problem-solving goals | 3 | 0–12 | 9.00 | 3.00 | 75.0 |
| Seeking preventive strategies | 4 | 0–16 | 11.00 | 6.00 | 68.8 |
| Evaluating strategies | 4 | 0–16 | 12.00 | 4.00 | 75.0 |
| Immediate management | 2 | 0–8 | 4.00 | 3.00 | 50.0 |
Abbreviation: IQR, Interquartile Range
Hypoglycaemia problem-solving ability score by patient characteristics (n = 895).
| HPSS score | ||||
|---|---|---|---|---|
| Variable | Median | IQR | P-value | |
| Jordan | 66.00 | 9.00 | 0.000 | |
| Saudi Arabia | 63.00 | 10.00 | ||
| Kuwait | 52.00 | 24.50 | ||
| Males | 64.00 | 12.00 | 0.015 | |
| Females | 62.00 | 16.00 | ||
| 18–39 years | 61.00 | 24.00 | 0.233 | |
| 40–59 years | 63.00 | 14.00 | ||
| 60 years and above | 63.00 | 11.00 | ||
| Unmarried | 60.00 | 24.00 | 0.052 | |
| Married | 63.00 | 13.00 | ||
| Illiterate | 57.00 | 17.00 | 0.008 | |
| Completed primary or lower | 61.00 | 11.00 | ||
| Completed secondary grade | 63.00 | 14.00 | ||
| College/university or above | 64.00 | 16.00 | ||
| Unemployed or retired | 62.00 | 12.50 | 0.274 | |
| Employed | 64.00 | 17.00 | ||
| Type 1 diabetes mellitus | 55.00 | 34.00 | 0.078 | |
| Type 2 diabetes mellitus | 63.00 | 12.00 | ||
| Less than 5 years | 63.00 | 13.00 | 0.994 | |
| Between 6 and 10 years | 63.00 | 15.00 | ||
| Between 11 and 15 years | 63.00 | 14.00 | ||
| More than 15 years | 62.00 | 16.00 | ||
| Oral antidiabetic medications | 62.00 | 14.00 | 0.360 | |
| Insulin | 63.50 | 19.00 | ||
| Both (Oral medications and insulin) | 63.00 | 12.00 | ||
| No | 63.00 | 13.00 | 0.001 | |
| Yes | 56.00 | 17.50 | ||
*p < 0.05
**p < 0.01
***p < 0.001
Abbreviation: IQR, Interquartile Range
Multiple regression analysis predicting hypoglycaemia problem-solving ability.
| Model 1 | Model 2 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variable | B | SE | ß | B | SE | ß | ||||||
| Demographic data | ||||||||||||
| 0.150 | 0.040 | 0.157 | 0.077 | 0.044 | 0.080 | |||||||
| 1.648 | 0.906 | 0.063 | 1.555 | 0.899 | 0.060 | |||||||
| Married | 3.252 | 1.332 | 0.090 | 2.687 | 1.358 | 0.074 | ||||||
| Educational level | ||||||||||||
| 3.917 | 2.152 | 0.122 | 3.498 | 2.135 | 0.109 | |||||||
| 5.687 | 2.140 | 0.197 | 5.051 | 2.129 | 0.175 | |||||||
| 5.597 | 2.149 | 0.213 | 5.450 | 2.133 | 0.208 | |||||||
| Employed | -0.028 | 1.044 | -0.001 | -0.525 | 1.044 | -0.020 | ||||||
| Type of diabetes mellitus | ||||||||||||
| -6.686 | 1.861 | -0.168 | ||||||||||
| Diabetes medication regimen | ||||||||||||
| 3.438 | 1.244 | 0.119 | ||||||||||
| 1.925 | 1.021 | 0.071 | ||||||||||
| Previously admitted for hypoglycaemia | -4.308 | 1.404 | -0.101 | |||||||||
| Constant | 43.500 | 3.041 | 41.369 | 3.204 | ||||||||
| Adjusted R2 | 0.045 | 0.068 | ||||||||||
| P-value | 0.000 | 0.000 | ||||||||||
*p < 0.05
**p < 0.01
***p < 0.001
a: includes age, gender, marital status, educational level, and employment status
b: includes age, gender, marital status, educational level, employment status, type of diabetes, diabetes medicaiton regimen, and previous history with hypoglycaemia admission
B: the average change in the depenedent variable associated with a 1 unit change in the independent variable, statisitcally controlling for the other independent variables; SE: it is the standard deviation of its sampling distribution or an estimate of that standard deviation; ß: a statistical measure that compares the strength of the effect of each individual independent variable to the dependent variable