Table 1 Univariate analysis Socio-demographic characteristics of study respondents
Table 1 shows the socio-demographic characteristics of the study participants. More than (37.1%) aged under 18 years. Most of the respondents (55.0%) were males, Majority of the participants, (50.7%) were married. A larger proportion of the respondents (41.4%) had no formal education. The majority of the respondents were unemployed (47.1%) while household income (>$100-$299) was 50.7%. The respondents (75.0%) were type 1 diabetic mellites, (45.0%) of them were diagnosed less than one year, and respondents (70.7%) were getting primary sources of healthcare in public hospitals. The majority 46.6% had no family history of diabetes, while 42.1%'s level of health literacy regarding diabetes is moderate. The respondents (43.6%) were weekly checking blood glucose levels with 75.7% having no chronic disease. majority of the respondents were living in urban areas (92.0%)
Table 1
Univariate analysis sociodemographic determinants of dka among diabetic patients
Variables | N | % |
|---|
What is your age group? | Under 18 years | 52 | 37.1% |
18–29 years | 39 | 27.9% |
30–39 years | 13 | 9.3% |
40–49 years | 6 | 4.3% |
59–59 years | 12 | 8.6% |
60 and above years | 18 | 12.9% |
Total | 140 | 100% |
What is your gender? | Male | 77 | 55.0% |
Female | 63 | 45.0% |
Total | 140 | 100% |
What is your Marital Status | Single | 52 | 37.1% |
Married | 71 | 50.7% |
Divorced | 8 | 5.7% |
Windowed | 9 | 6.4% |
Total | 140 | 100% |
What is your highest Level of Education? | No formal education | 58 | 41.4% |
Primary education | 24 | 17.1% |
Secondary education | 46 | 32.9% |
Tertiary education | 12 | 8.6% |
Total | 140 | 100% |
What is your employment status? | Employed | 21 | 15.0% |
Self Employed | 38 | 27.1% |
Unemployed | 66 | 47.1% |
Retired | 15 | 10.1% |
Total | 140 | 100% |
what is your monthly household income | Less than $100 | 29 | 20.7% |
>$100-$299 | 71 | 50.7% |
>$300-$499 | 36 | 25.7% |
$500 and above | 4 | 2.9% |
Total | 140 | 100% |
What type of diabetes do you have | Type 1 diabetes | 105 | 75.0% |
Type 2 diabetes | 35 | 25.0% |
Total | 140 | 100% |
Table 2:- Univariate analysis clinical presentations and management outcomes of diabetic ketoacidosis (DKA) among 140 diabetic patients.
In terms of hospitalization frequency for DKA in the past year, 10.7% of patients reported no hospitalizations, 72.1% were hospitalized once, 16.1% were hospitalized 2–3 times, and 0.7% were hospitalized more than three times.Regarding symptoms prior to the DKA episode, 92.9% experienced excessive thirst, and 7.1% did not. Additionally, 97.1% of patients experienced frequent urination, while 2.9% did not. Abdominal pain was reported by 95.7% of patients before the DKA episode, and 4.3% did not experience it.At the time of hospital admission, 67.9% of patients were conscious, while 32.1% were not. Regarding the time taken to seek medical care, 57.9% sought care within 6 hours of symptom onset, 29.3% within 12 hours, 10.0% within 24 hours, and 2.9% sought care after 24 hours.During treatment, all 140 patients (100%) received insulin therapy. Fluid therapy was administered to 99.3% of patients, while 0.7% did not receive it. Antibiotics were administered to 93.3% of patients, and 5.7% did not receive antibiotics.
In terms of care settings, 80.7% of patients were monitored in the intensive care unit, while 19.3% were not. For hospital stays during DKA treatment, 6.4% stayed less than 24 hours, 82.9% stayed 1–3 days, 7.9% stayed 5–7 days, and 2.9% stayed more than 7 days.Complications during or after treatment were reported by 45.0% of patients, while 55.0% did not experience any complications.
Regarding recurrent DKA episodes after discharge, 50.0% of patients experienced recurrence, while the other 50.0% did not. Concerning hospital stays, 77.9% stayed less than 3 days, 19.3% stayed 3–7 days, and 2.9% stayed more than 7 days.When asked about confidence in managing diabetes after the DKA episode, 30.7% of patients were very confident, 57.1% were somewhat confident, and 12.1% were not confident. Following the prescribed management plan after the DKA episode was reported by 84.3% of patients, while 15.7% did not follow the plan.
For regular follow-up appointments, 80.7% of patients attended them, while 19.3% did not. As for the frequency of experiencing hyperglycemia symptoms after DKA treatment, 4.3% reported never experiencing symptoms, 9.3% rarely experienced them, 75.0% sometimes experienced them, and 11.4% experienced them often.
Table 2
Univariate analysis clinical presentations and management outcomes of DKA among diabetic patients
Variable | N | % |
|---|
How many times have you been hospitalized for DKA in the past year | None | 15 | 10.7% |
1 time | 101 | 72.1% |
2–3 times | 23 | 16.1% |
More than 3 times | 1 | 0.7% |
Total | 140 | 100% |
Did you experience excessive thirst prior to the DKA episode? | Yes | 130 | 92.9% |
No | 10 | 7.1% |
Total | 140 | 100% |
Did you experience frequent urination prior to the DKA episode? | Yes | 136 | 97.1% |
No | 4 | 2.9% |
Total | 140 | 100% |
Did you have abdominal pain before the DKA episode? | Yes | 134 | 95.7% |
No | 6 | 4.3% |
Total | 140 | 100% |
Were you conscious upon hospital admission for DKA? | Yes | 95 | 67.9% |
No | 45 | 32.1% |
Total | 140 | 100% |
How soon after symptom onset did you seek medical care for DKA? | Within 6 hours | 81 | 57.9% |
Within 12 hours | 41 | 29.3% |
Within 24 hours | 14 | 10.0% |
After 24 hours | 4 | 2.9% |
Total | 140 | 100% |
Did you receive insulin therapy during your DKA treatment? | Yes | 140 | 100% |
No | 0 | 0% |
Total | 140 | 100.0% |
Was fluid therapy administered? | Yes | 139 | 100% |
No | 1 | 94.3% |
Total | 140 | 100% |
Were antibiotics administered? | Yes | 132 | 93.3% |
No | 8 | 5.7% |
Total | 140 | 100% |
Were you monitored in the intensive care units | Yes | 113 | 80.7% |
No | 27 | 19.3% |
Total | 140 | 100% |
How long was your hospital stay during your DKA treatment? | Less than 24 hours | 9 | 6.4% |
1–3 days | 116 | 82.9% |
5–7 days | 11 | 7.9% |
More than 7 days | 4 | 2.9% |
Total | 140 | 100% |
Did you experience any complications during or after your DKA treatment? | Yes | 63 | 45.0% |
No | 77 | 55.0% |
Total | 140 | 100% |
How long was your hospital stay for the DKA episode? | Less than 3 days | 109 | ,77.9% |
3–7 days | 27 | 19.3% |
More than 7days | 4 | 2.9% |
Total | 140 | 100% |
Have you had a recurrent episode of DKA after discharge? | Yes | 70 | 50.0 |
No | 70 | 50.0% |
Total | 140 | 100% |
How confident are you in managing your diabetes after your DKA episode? | Very confident | 43 | 30.7% |
Somewhat confident | 80 | 57.1% |
Not confident | 17 | 12.1% |
Total | 140 | 100% |
Have you been able to follow the management plan prescribed to you after your DKA episode? | Yes | 118 | 84.3% |
No | 22 | 15.7% |
Total | 140 | 100% |
Do you regularly attend follow-up appointments for your diabetes management? | Yes | 113 | 80.7% |
No | 27 | 19.3% |
Total | 140 | 100% |
How often do you experience symptoms of high blood glucose (hyperglycemia) after your DKA treatment? | Never | 6 | 4.3% |
Rarely | 13 | 9.3% |
Sometimes | 105 | 75.0% |
Often | 16 | 11.4% |
Total | 140 | 100% |
Table 3:bivariate analysis Correlation Between Gender and Primary Source of Healthcare
Table 3
bivariate analysis correlation between gender and primary source of healthcare
Variables | What is your primary source of healthcare? | P value |
Public hospital | Private hospital |
Gender | categories | N (%) | N (%) | 0.588 |
Male | 53(37.86%) | 24(17.14%) | |
Female | 46(32.86%) | 17(12.14%) | |
This table assesses the primary source of healthcare (public or private hospitals) by gender. A higher proportion of males (37.86%) relied on public hospitals, while 32.86% of females did the same. Both males (17.14%) and females (12.14%) had low utilization of private hospitals.
Table 4:bivariate analysis Correlation Between Type of Diabetes and Recurrent DKA Episodes
Table 4
bivariate analysis correlation between type of diabetes and recurrent episode of dka after discharge
variables | Have you had a recurrent episode of DKA after discharge? | P value |
No | Yes |
Type of diabetes | Categories | N (%) | N (%) | 0.011 |
Type 1 Diabetes | 46(32.85%) | 59(42.14%) | |
Type 2 Diabetes | 24(17.14%) | 11(7.85%) | |
The table correlates diabetes type with recurrent DKA episodes after discharge. Those with Type 1 Diabetes had the highest recurrence of DKA (42.14%) and also Low Percentage Only 7.85% of individuals with Type 2 Diabetes experienced recurrent DKA. The P-value of (0.011) suggests a statistically significant.
Table 5: bivariate analysis Correlation between excessive thirst prior to the DKA episode and regularly monitor blood glucose levels at home The Table 5 examines the correlation between experiencing excessive thirst prior to a diabetic ketoacidosis (DKA) episode and regularly monitoring blood glucose levels at home, with a p-value of 0.778 indicating no statistically significant association between the two variables. Among patients who experienced excessive thirst before the DKA episode, 42.1% did not regularly monitor their blood glucose levels at home, while 50.7% did. For those who did not experience excessive thirst prior to the episode, 3.7% did not regularly monitor their blood glucose, and 3.57% did.The p-value suggests that there is no significant correlation between having excessive thirst before a DKA episode and the practice of regularly monitoring blood glucose levels at home.
Table 5
bivariate analysis correlation between excessive thirst prior to the dka episode and regularly monitor blood glucose levels at home
| | Do you regularly monitor your blood glucose levels at home? | P value |
No | Yes |
excessive thirst prior to the DKA episode | Categories | N (%) | N (%) | 0.778 |
Yes | 59(42.1%) | 71(50.7%) | |
No | 5(3.7%) | 5(3.57%) | |
Table 6: bivariate analysis Correlation Between Insulin Therapy and Recurrent DKA Episodes The table presents the correlation between receiving insulin therapy during diabetic ketoacidosis (DKA) treatment and having a recurrent episode of DKA after discharge, with a p-value of 0.0 indicating a statistically significant association. Among patients who received insulin therapy during their DKA treatment, 50% experienced a recurrent episode of DKA after discharge, and 50% did not. The p-value of 0.0 suggests a significant correlation between receiving insulin therapy and the likelihood of experiencing recurrent DKA episodes, although further details would be necessary to understand the nature and direction of this relationship.
Table 6
bivariate analysis correlation between insulin therapy during dka treatment and recurrent episode of dka after discharge
| | Have you had a recurrent episode of DKA after discharge? | P value |
No | Yes |
insulin therapy during your DKA treatment | Categories | N (%) | N (%) | 0.0 |
Yes | 70(50%) | 70(50%) | |
Table 7: bivariate analysis Correlation between excessive thirst prior to the DKA episode and regularly monitor blood glucose levels at home. The table explores the correlation between having other chronic illnesses and experiencing a recurrent episode of diabetic ketoacidosis (DKA) after discharge, with a p-value of 0.011 indicating a statistically significant association. Among patients with chronic illnesses, 0% with renal diseases experienced recurrent DKA, while 0.71% did. For those with hypertension, 10% did not experience recurrent DKA, and 5% did. Among patients with chronic respiratory diseases, 2.1% did not experience recurrent DKA, and 0.71% did. Those with chronic liver diseases had 2.8% without recurrent DKA and none with recurrent episodes. Similarly, 2.8% of patients with cardiovascular diseases did not experience recurrent DKA, and none did. For patients without any chronic illnesses, 32.1% did not experience recurrent DKA, while 43.5% did. The significant p-value suggests that the presence of other chronic illnesses is associated with the likelihood of having a recurrent episode of DKA after discharge.
Table 7
bivariate analysis correlation between other chronic illnesses and recurrent dka
Variables | Have you had a recurrent episode of DKA after discharge? | P value |
|---|
No | Yes |
|---|
Other chronic illnesses | Categories | N (%) | N (%) | 0.011 |
Yes, renal diseases | 0(0.0%) | 1(0.71%) | |
Yes, hypertension | 14(10%) | 7(5%) | |
Yes, chronic respiratory disease | 3(2.1%) | 1(0.71%) | |
| | Yes, chronic liver diseases | 4(2.8%) | 0(0.0%) | |
| | Yes, cardiovascular diseases | 4(2.8%) | 0(0.0%) | |
| | No | 45(32.1%) | 61(43.5%) | |
Table 8:Multivariate analysis of missing insulin doses and the socio-demographic characteristics The multivariate analysis explores the relationship between missing insulin doses and various socio-demographic characteristics. The results are summarized as follows: For age group, the p-value is 0.354, with an adjusted odds ratio (AOR) of 0.906 and a 95% confidence interval (CI) ranging from 0.735 to 1.117. This indicates that age group is not significantly associated with missing insulin doses.Gender has a p-value of 0.673, with an [AOR of 1.178 and a 95% CI of 0.550 to 2.522]. This suggests no significant association between gender and the likelihood of missing insulin doses.Marital status shows a p-value of 0.410, with an [AOR of 1.258 and a 95% CI ranging from 0.728 to 2.173], indicating no significant relationship between marital status and missing insulin doses. The highest level of education has a p-value of 0.001, with an [AOR of 0.511 and a 95% CI of 0.341 to 0.768]. This suggests that individuals with higher levels of education are significantly less likely to miss insulin doses.Employment status has a p-value of 0.143, with an [AOR of 0.756 and a 95% CI ranging from 0.519 to 1.099]. This indicates no significant association between employment status and missing insulin doses.Monthly household income has a p-value of 0.729, with an [AOR of 1.067 and a 95% CI ranging from.
Table 8
multivariate analysis of missing insulin doses and the socio-demographic characteristics
Variables | P-value | AOR | 95% Confidence Interval |
|---|
Lower | upper |
|---|
age group | .354 | .906 | .735 | 1.117 |
gender | .673 | 1.178 | .550 | 2.522 |
marital status | .410 | 1.258 | .728 | 2.173 |
highest level of education | .001 | .511 | .341 | .768 |
employment status | .143 | .756 | .519 | 1.099 |
monthly household income | .729 | 1.067 | .739 | 1.542 |