| Literature DB >> 24086103 |
Stewart B Harris1, Kamlesh Khunti, Mona Landin-Olsson, Claus B Galbo-Jørgensen, Mette Bøgelund, Barrie Chubb, Jens Gundgaard, Marc Evans.
Abstract
AIMS: We sought to develop descriptions of health states associated with daytime and nocturnal hypoglycemia in a structured fashion from the patient's perspective under different combinations of severity and frequency of hypoglycemic events.Entities:
Keywords: diabetes; health states; hypoglycemia; quality of life
Year: 2013 PMID: 24086103 PMCID: PMC3786816 DOI: 10.2147/PPA.S46805
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Figure 1Study design.
Abbreviations: hypos, hypoglycemic events; n, number; T1D, type 1 diabetes; T2D, type 2 diabetes.
Patient-level descriptions of acute symptoms in type 1 and type 2 diabetes for non-severe daytime, nocturnal, and severe hypoglycemia
Notes: The abbreviation “hypo” was used in the questions to simplify reading instead of hypoglycemic event. These descriptions of how it feels (acute symptoms) to have a hypo were developed by an expert panel and two patient focus groups, and validated by a survey of 247 patients in a diabetes panel. The terms “minor” and “major” were the terms used in the actual patient survey. Complete descriptions of the health states, including impact on patients’ lives, can be found in the Supplementary material (Table S2).
Demographic and diabetes characteristics of 247 patients from a diabetes panel, according to severity of hypoglycemic experience
| Severity of hypoglycemic experience | |||||||
|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | Total | Test for trend | |
| N (%) in group | 44 (18) | 70 (28) | 40 (16) | 62 (25) | 31 (13) | 247 (100) | n/a |
| Mean age (years) | 51 | 48 | 41 | 35 | 35 | 42 | <0.0001 |
| Female (%) | 50 | 54 | 45 | 42 | 52 | 49 | 0.4690 |
| Mean duration of diabetes (years) | 5.3 | 6.0 | 6.4 | 7.0 | 7.6 | 6.4 | 0.0223 |
| EQ-5D index | 0.64 | 0.59 | 0.63 | 0.59 | 0.53 | 0.59 | 0.2104 |
| Diabetes therapy | |||||||
| Tablets (%) | 73 | 69 | 63 | 77 | 81 | 72 | 0.2575 |
| Insulin (%) | 16 | 33 | 50 | 66 | 68 | 45 | <0.0001 |
| Other injectable (%) | 2 | 1 | 15 | 32 | 39 | 16 | <0.0001 |
Notes:
(1) Only experienced non-severe daytime hypoglycemic events; (2) also experienced non-severe nocturnal hypoglycemic events; (3) have experienced severe daytime hypoglycemic events; (4) have experienced severe nocturnal hypoglycemic events; (5) have experienced >12 severe hypoglycemic events during the previous year.
Test for trend shows the P-value from a two-sided Cochran–Armitage trend test in the case of categorical variables and an ANOVA test for linear trend in the case of continuous variables (age, duration of diabetes, and EQ-5D).
Indicates that the result is driven by people with type 2 diabetes. A test run on the sub-sample of people with type 1 diabetes yields P-values of 0.8434 and 0.3472 respectively. The P-value for the test run on the sub-sample of people with type 2 diabetes is <0.0001 and =0.0184 respectively.
Frequency of non-severe and severe daytime and nocturnal hypoglycemic events among 247 respondents from a diabetes panel, according to type of diabetes
| Daytime events
| Nocturnal events
| |||||||
|---|---|---|---|---|---|---|---|---|
| T1D
| T2D
| T1D
| T2D
| |||||
| N = 85 | (%) | N = 162 | (%) | N = 85 | (%) | N = 162 | (%) | |
| Have not experienced | 1 | (1) | 3 | (2) | 14 | (16) | 49 | (30) |
| Less frequent than once every 3 months | 5 | (6) | 13 | (8) | 12 | (14) | 24 | (15) |
| Once every 3 months | 5 | (6) | 29 | (18) | 12 | (14) | 19 | (12) |
| Once a month | 26 | (31) | 44 | (27) | 16 | (19) | 23 | (14) |
| Once a week | 30 | (35) | 49 | (30) | 16 | (19) | 28 | (17) |
| Three times a week | 18 | (21) | 24 | (15) | 15 | (18) | 19 | (12) |
| Have not experienced in the past year | 32 | (38) | 100 | (62) | 38 | (45) | 122 | (75) |
| Average per year in the past year (for patients having experienced in the past year) | 52 | 6.0 | 57 | 8.4 | 47 | 6.7 | 38 | 9.1 |
| Average per year in the past year (for all patients) | 84 | 3.7 | 157 | 3.0 | 85 | 3.7 | 160 | 2.2 |
Note: Respondents to this survey were screened for having a minimal level of hypoglycemic experience, therefore frequencies should not be taken as reflecting the experience of the entire population of patients with diabetes.
Abbreviations: T1D, type 1 diabetes; T2D, type 2 diabetes.
Figure 2Frequency of actions and worries in response to hypoglycemia (A) and effect on daily life for 247 patients from a diabetes panel, (B) according to severity of hypoglycemic events.
Figure 3Effect of hypoglycemia on 35 aspects of daily life for 247 patients from a diabetes panel, according to severity of hypoglycemia. The figure shows the mean score on the aspects of daily life where “Never” = 1 and “Always” = 5, for two exclusive groups as well as the combined sample. The blue bar represents the mean for the group of patients having experienced only non-severe hypoglycemic events or “hypos”. The blue and yellow bars combined represent the mean of the entire sample, and the cumulative total of the bars (blue, yellow, and red) represents the mean of the sample of patients having experienced severe hypoglycemia. Differences between non-severe and severe groups were statistically significant (P < 0.05) for all questions except “Closely follow a special diet in order to avoid a hypo?”
| Occurrence of hypoglycemia | Patient actions and worries collected
| |||
|---|---|---|---|---|
| Daytime infrequent actions and worries | Daytime frequent actions and worries | Night-time infrequent actions and worries | Night-time frequent actions and worries | |
| 1. Daytime 1× quarterly | X | |||
| 2. Daytime 1× monthly | X | |||
| 3. Daytime 1× weekly | X | |||
| 4. Daytime 3× weekly | X | |||
| 5. Night-time 1× quarterly | X | |||
| 6. Night-time 1× monthly | X | |||
| 7. Night-time 1× weekly | X | |||
| 8. Night-time 3× weekly | X | |||
| 9. Daytime severe yearly | X | |||
| 10. Daytime severe quarterly | X | |||
| 11. Night-time severe yearly | X | |||
| 12. Night-time severe quarterly | X | |||
Notes:
Description of actions and worries depends on the time of day. There are two descriptions for each time of day: one with infrequent and one with frequent actions and worries.
| You have diabetes |
| • This means that your body cannot keep your blood sugar at a constant level. |
| • To control this, you often follow a special diet, are careful about eating regularly and take steps to have something sugary nearby. |
| • You take medication on a daily basis and sometimes need to plan your life around food and medicine. |
| • You need to check your blood sugar from time to time. |
| • You need to consider your diabetes when you are planning to exercise, travel, go out with friends, and drive. |
| • Your diabetes does not affect your work/study, and you don’t have any problems looking after yourself. |
| • You occasionally worry about the effects of your diabetes on your day-to-day life. |
| • [Patients with diabetes are shown the following] Your diabetes is well-controlled and you do not experience hypos (hypoglycemic events) |
| A minor daytime hypo happens suddenly because of low blood sugar. You might feel shaky, dizzy, sweaty or irritable. You might also feel confused or sick, get a headache, or feel your heart pounding (have palpitations). These symptoms usually do not last long and will go away when you eat or drink something that contains sugar. After a minor daytime hypo, you might feel tired and not even remember what happened. |
| Due to the fact that you are experiencing minor daytime hypos [once quarterly or once monthly]: |
| • You often plan your life around food and medication. |
| • You occasionally divert from your normal routine (medication and/or food intake) in order to avoid a hypo. This may cause negative effects on your health in the long run. |
| • You occasionally consider the risk of having a hypo when working, driving, exercising, traveling and going out with friends. Occasionally, you even limit these activities for fear of having a hypo. |
| • You rarely ask others to check in on you during the day and worry about having to ask others to do so. |
| • You occasionally worry about the effects of your diabetes on your day-to-day life. |
| A minor daytime hypo happens suddenly because of low blood sugar. You might feel shaky, dizzy, sweaty or irritable. You might also feel confused or sick, get a headache, or feel your heart pounding (have palpitations). These symptoms usually do not last long and will go away when you eat or drink something that contains sugar. After a minor daytime hypo, you might feel tired and not even remember what happened. |
| Due to the fact that you are experiencing minor daytime hypos [once weekly or three times weekly]: |
| • You almost always plan your life around food and medication. |
| • You fairly often divert from your normal routine (medication and/or food intake) in order to avoid a hypo. This may cause negative effects on your health in the long run. |
| • You often consider the risk of having a hypo when driving, working, exercising, traveling and going out with friends. Sometimes, you even limit these activities for fear of having a hypo. |
| • You sometimes ask others to check in on you during the day and worry about having to ask others to do so. |
| • You often worry about the effects of your diabetes on your day-to-day life. |
| A night-time (nocturnal) hypo happens without warning during the night because of low blood sugar. You might wake up, feel shaky, hungry, irritable, extremely sweaty, confused, sick and feel your heart pounding (have palpitations). This can be treated by eating or drinking something that contains sugar. You may have difficulty in getting back to sleep. You might have nightmares and when you wake up in the morning you might have a headache or be unusually tired for the whole of the following day. |
| Due to the fact that you are experiencing night-time hypos [once quarterly or once monthly]: |
| • You often plan your life around food and medication. |
| • You occasionally divert from your normal routine (medication and/or food intake) in order to avoid a hypo. This may cause negative effects on your health in the long run. |
| • You occasionally consider the risk of having a hypo when working, driving, exercising, traveling and going out with friends. Occasionally, you even limit these activities for fear of having a hypo. |
| • You occasionally ask others to check in on you during the night and worry about having to ask others to do so. |
| • You sometimes worry about the effects of your diabetes on your day-to-day life. |
| A night-time (nocturnal) hypo happens without warning during the night because of low blood sugar. You might wake up, feel shaky, hungry, irritable, extremely sweaty, confused, sick and feel your heart pounding (have palpitations). This can be treated by eating or drinking something that contains sugar. You may have difficulty in getting back to sleep. You might have nightmares and when you wake up in the morning you might have a headache or be unusually tired for the whole of the following day. |
| Due to the fact that you are experiencing night-time hypos [once weekly or three times weekly]: |
| • You almost always plan your life around food and medication. |
| • You fairly often divert from your normal routine (medication and/or food intake) in order to avoid a hypo. This may cause negative effects on your health in the long run. |
| • You often consider the risk of having a hypo when driving, working, exercising, traveling and going out with friends. Sometimes, you even limit these activities for fear of having a hypo. |
| • You fairly often ask others to check in on you during the night and worry about having to ask others to do so. |
| • You almost always worry about the effects of your diabetes on your day-to-day life. |
| A major hypo happens suddenly because of very low blood sugar. You will not be able to treat it yourself; you will need help from another person, possibly medical assistance. A major hypo may occur after a brief period of feeling shaky, dizzy, sweaty, irritable or confused. You may experience seizures, convulsions, further confusion, fainting or fall into a coma. In very rare cases it can be life-threatening. |
| Due to the fact that you are experiencing a major daytime hypo [once annually or once quarterly]: |
| • You almost always plan your life around food and medication. |
| • You fairly often divert from your normal routine (medication and/or food intake) in order to avoid a hypo. This may cause negative effects on your health in the long run. |
| • You often consider the risk of having a hypo when driving, working, exercising, traveling and going out with friends. Sometimes, you even limit these activities for fear of having a hypo. |
| • You sometimes ask others to check in on you during the day and worry about having to ask others to do so. |
| • You often worry about the effects of your diabetes on your day-to-day life. |
| A major hypo happens suddenly because of very low blood sugar. You will not be able to treat it yourself; you will need help from another person, possibly medical assistance. A major hypo may occur after a brief period of feeling shaky, dizzy, sweaty, irritable or confused. You may experience seizures, convulsions, further confusion, fainting or fall into a coma. In very rare cases it can be life-threatening. |
| Due to the fact that you are experiencing a major night-time hypo [once annually or once quarterly]: |
| • You almost always plan your life around food and medication. |
| • You fairly often divert from your normal routine (medication and/or food intake) in order to avoid a hypo. This may cause negative effects on your health in the long run. |
| • You often consider the risk of having a hypo when driving, working, exercising, traveling and going out with friends. Sometimes, you even limit these activities for fear of having a hypo. |
| • You fairly often ask others to check in on you during the night and worry about having to ask others to do so. |
| • You almost always worry about the effects of your diabetes on your day-to-day life. |