| Literature DB >> 29301522 |
Nir Tsabar1, Yan Press2, Johanna Rotman3, Bracha Klein4, Yonatan Grossman5, Maya Vainshtein-Tal6, Sophia Eilat-Tsanani7.
Abstract
BACKGROUND: Too-low body mass index (BMI), HbA1c% or cholesterol levels predicts poor survival. This study investigates whether e-mails about these low values, improve health of people older than 75 years.Entities:
Keywords: Aged; Aged, 80 and over; Cholesterol Deficiency (hypocholesterolemia); Diabetes mellitus; Dietetics; Electronic mail; Glycated Hemoglobin A; Iatrogenic disease; Randomized controlled trial; Weight loss
Mesh:
Substances:
Year: 2018 PMID: 29301522 PMCID: PMC5755463 DOI: 10.1186/s12913-017-2812-0
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Outcomes, variables, measures and methods of analysis
| Outcome | Hypothesis | Outcome Measure | Analysis Methods |
|---|---|---|---|
| Primary | |||
| Deathsa | Intervention decreases overall mortality | All-cause mortality [binary] | Chi-squared test |
| Secondary | |||
| Nurse evaluation | Intervention enhances rate | Having a nurse evaluation within a year [binary] | Chi-squared test |
| Dietitian visit in low BMI (<23 kg/m2) participants | Intervention enhances rate | Having a dietitian visit within a year [binary] | Chi-squared test |
| Dispensed anti-diabetic drugs in criterion b patients | Intervention reduces drug-dispensing | WHO DDD of anti-diabetics in first 3 months [continuous] | T-test/ Wilcoxon |
| Dispensed cholesterol-lowering drugs in criterion c patients | Intervention reduces drug-dispensing | DDD of cholesterol-lowering drugs in first 3 months [continuous] | T-test/ Wilcoxon |
| Cost | Intervention reduces medical costs | Total CHS expense per patient [continuous] | T-test/ Wilcoxon |
| Total drug use | Intervention reduces use | Yearly average total DDD [continuous] | T-test/ Wilcoxon |
| Emergency room visits | Intervention reduces visits | Annual ER visits [continuous] | T-test/ Wilcoxon |
| BMI - in low BMI (<23 kg/m2) participants | Intervention decreases weight-loss | BMI change in a year [continuous] | T-test/ Wilcoxon |
| HbA1c% - in criterion b patients | Intervention increases HbA1c% | HbA1c in a year [continuous] | T-test/ Wilcoxon |
| Hypoglycemia - in criterion b patients | Intervention decreases hypoglycemia risk | Number of glucose measures <70 mg/dL [continuous] | T-test/ Wilcoxon |
| Hypocholesterolemia - in criterion c patients | Intervention decreases hypocholesterolemia | Number of cholesterol measures <160 mg/dL in a year [continuous] | T-test/ Wilcoxon |
| Subgroup analyses will include | |||
| Tertiles of BMI, HbA1c% and cholesterol | Participants with lower indexes may benefit more | Regression methods with appropriate interaction | |
| Tertiles of Age | Older participants may benefit more | ||
| Gender | A difference may be found | ||
| Prior cardiovascular diagnosis vs. none | A difference may be found | ||
| North vs. South district | Outcomes may be better in the North due to the direct participation of nurses | ||
DDD Defined daily dose
aThe effect on mortality will also be analyzed for each LIMIT subgroup that has a sufficient number of participants (groups: A, B, C, F; see Table 4)
LIMIT subgroups
| Group designation | Criteria | Short description |
|---|---|---|
| A | a only | Significant weight loss without dietitian assessment |
| B | b only | Extremely tight control of diabetes |
| C | c only | Extremely tight lowering of cholesterol |
| D | a & b | |
| E | a & c | |
| F | b & c | |
| G | a & b & c |
LIMIT schedule of enrolment, intervention and assessment
| PERIOD | Enrolment | Allocation | Post-allocation | Close-out | |
|---|---|---|---|---|---|
| TIME POINT | 9–10.2015 | 19.10.2015 | 2–9.11.15 | 1.11.16 | |
| ENROLMENT | Eligibility screen | X | |||
| Informed consent | Not applicable | ||||
| Pre Trial Email | X | ||||
| Randomization | X | ||||
| INTERVENTION | Intervention Email | X | |||
| Control Group | |||||
| ASSESSMENT | Primary and Secondary outcomes | X | |||
LIMIT inclusion and exclusion criteria
| To be eligible, a participant must meet inclusion criteria 1,2 AND 3 and not meet the exclusion criterion. |
| Inclusion Criteria |
| 1. ≥75 years old on 9.2015 |
| 2. A member of Clalit Health Services Northern or Southern Districts |
| 3. At risk (one or more of the following): |
| a. Significant weight loss without dietitian assessment (all the following): |
| i. A drop in BMI of 2 kg/m2 or more during previous two years |
| ii. BMI less than 23 kg/m2 |
| iii. No record of dietitian counseling during previous year. |
| b. Extremely tight medicinal diabetes treatment (both the following): |
| i. Last HbA1c% ≤ 6.5% |
| ii. At least one anti-diabetic medicine was dispensed during previous 2 months. |
| c. Extremely tight lowering of cholesterol (both the following): |
| i. Last total cholesterol <160 mg/dL (= Hypocholesterolemia) |
| ii. At least one cholesterol-lowering medicine was dispensed during previous 2 months. |
| Exclusion criteria |
| Only for criterion c: Any of the following diagnoses: ischemic heart disease, transient ischemic attack, or stroke. |
| For all criteria: Patients whose primary clinic staff declined to participate or whose primary clinic staff e-mail address is unobtainable. |
Baseline characteristics of the population and of LIMIT participants
| Characteristic | All members at age 75+ | All LIMIT groups | Group A (BMI criterion a) | ||||||
| Trial Arm | Total | No Email | Total | No Email | |||||
| N | 48,623 | 8584 | 4310 | 4274 | 732 | 370 | 362 | ||
| North District | 22,132 | 3490 | 1774 | 1716 | 341 | 161 | 180 | ||
| (45.5%) | (40.7%) | (41.2%) | (40.1%) | (46.6%) | (43.5%) | (49.7%) | |||
| N Gender - Female | 28,685 | 4977 | 2504 | 2473 | 417 | 210 | 207 | ||
| (59%) | (58%) | (58%) | (58%) | (57%) | (57%) | (57%) | |||
| Age [years] | 81.6 | 80.7 | 80.6 | 80.8 | 83.4 | 82.9 | 83.8 | ||
| (±5.4) | (±4.8) | (±4.7) | (±4.9) | (±5.9) | (±5.7) | (±6.2) | |||
| N Age ≥ 90 years | 4722 | 488 | 232 | 256 | 125 | 54 | 71 | ||
| (9.7%) | (5.7%) | (5.4%) | (6%) | (17.1%) | (14.6%) | (19.6%) | |||
| Last BMI [kg/m2] | 28.5 | 28.8 | 28.7 | 28.8 | 20.6 | 20.5 | 20.6 | ||
| (±5.2) | (±5.9) | (±5.9) | (±5.9) | (±2.0) | (±2.0) | (±2.0) | |||
| N Last BMI < 20 kg/m2 | 1248 | 323 | 149 | 174 | 228 | 122 | 106 | ||
| (2.6%) | (3.8%) | (3.5%) | (4.1%) | (31.1%) | (33%) | (29.3%) | |||
| N with Dietitian counseling | 1159 | 240 | 113 | 127 | 0 | 0 | 0 | ||
| (2.4%) | (2.8%) | (2.6%) | (3%) | (0%) | (0%) | (0%) | |||
| HbA1c% | 6.3 | 6.3 | 6.3 | 6.3 | 6.1 | 6.2 | 6 | ||
| (±1.1) | (±0.9) | (±0.9) | (±0.9) | (±1.1) | (±1.2) | (±0.9) | |||
| N HbA1c% ≤ 5.7 | 12,741 | 1787 | 899 | 888 | 264 | 128 | 136 | ||
| (26.2%) | (20.8%) | (20.9%) | (20.8%) | (36.1%) | (34.6%) | (37.6%) | |||
| N With DM Medicines | 12,131 | 5566 | 2771 | 2795 | 89 | 50 | 39 | ||
| (24.9%) | (64.8%) | (64.3%) | (65.4%) | (12.2%) | (13.5%) | (10.8%) | |||
| Cholesterol [mg/dL] | 177.2 | 154.3 | 154.6 | 154.1 | 176.2 | 176.2 | 176.2 | ||
| (±41.9) | (±33.8) | (±33.8) | (±33.8) | (±43.3) | (±43.0) | (±43.6) | |||
| N Chol. < 160 mg/dL | 17,574 | 6062 | 3037 | 3025 | 262 | 125 | 137 | ||
| (36.1%) | (70.6%) | (70.5%) | (70.8%) | (35.8%) | (33.8%) | (37.8%) | |||
| N With Cholesterol-lowering Medicines | 24,025 | 6802 | 3402 | 3400 | 228 | 124 | 104 | ||
| (49.4%) | (79.2%) | (78.9%) | (79.6%) | (31.1%) | (33.5%) | (28.7%) | |||
| N s/p MI | 8928 | 1027 | 489 | 538 | 176 | 99 | 77 | ||
| (18.4%) | (12%) | (11.3%) | (12.6%) | (24%) | (26.8%) | (21.3%) | |||
| N s/p CVA/TIA /IHD | 22,139 | 2489 | 1221 | 1268 | 389 | 210 | 179 | ||
| (45.5%) | (29%) | (28.3%) | (29.7%) | (53.1%) | (56.8%) | (49.4%) | |||
| Characteristic | Group B | Group C | Group D | ||||||
| (HbA1c criterion b) | (cholesterol criterion c) | (criteria a + b) | |||||||
| Trial Arm | Total | No Email | Total | No Email | Total | No Email | |||
| N | 3365 | 1705 | 1660 | 3625 | 1801 | 1824 | 64 | 33 | 31 |
| North District | 1412 | 713 | 699 | 1417 | 684 | 733 | 32 | 18 | 14 |
| (42%) | (41.8%) | (42.1%) | (39.1%) | (38%) | (40.2%) | (50%) | (54.5%) | (45.2%) | |
| N Gender - Female | 1989 | 999 | 990 | 2038 | 1027 | 1011 | 39 | 19 | 20 |
| (59%) | (59%) | (60%) | (56%) | (57%) | (55%) | (61%) | (58%) | (65%) | |
| Age [years] | 81 | 80.9 | 81.1 | 80 | 80 | 80 | 80.6 | 79.9 | 81.4 |
| (±4.8) | (±4.6) | (±4.9) | (±4.4) | (±4.4) | (±4.3) | (±5.0) | (±4.3) | (±5.6) | |
| N Age ≥ 90 years | 211 | 103 | 108 | 129 | 66 | 63 | 3 | 1 | 2 |
| (6.3%) | (6%) | (6.5%) | (3.6%) | (3.7%) | (3.5%) | (4.7%) | (3%) | (6.5%) | |
| Last BMI [Kg/m2] | 29.8 | 29.8 | 29.7 | 29.7 | 29.7 | 29.7 | 21 | 20.9 | 21.2 |
| (±5.4) | (±5.4) | (±5.4) | (±5.5) | (±5.4) | (±5.6) | (±1.4) | (±1.5) | (±1.3) | |
| N Last BMI < 20 | 38 | 20 | 18 | 27 | 15 | 12 | 14 | 9 | 5 |
| (1.1%) | (1.2%) | (1.1%) | (0.7%) | (0.8%) | (0.7%) | (21.9%) | (27.3%) | (16.1%) | |
| N with Dietitian counseling | 92 | 52 | 40 | 117 | 57 | 60 | 0 | 0 | 0 |
| (2.7%) | (3%) | (2.4%) | (3.2%) | (3.2%) | (3.3%) | (0%) | (0%) | (0%) | |
| HbA1c% | 6.1 | 6.1 | 6.1 | 6.6 | 6.6 | 6.6 | 5.9 | 6 | 5.9 |
| (±0.4) | (±0.4) | (±0.4) | (±1.2) | (±1.2) | (±1.2) | (±0.4) | (±0.4) | (±0.5) | |
| N HbA1c% ≤ 5.7 | 582 | 285 | 297 | 809 | 411 | 398 | 20 | 8 | 12 |
| (17.3%) | (16.7%) | (17.9%) | (22.3%) | (22.8%) | (21.8%) | (31.3%) | (24.2%) | (38.7%) | |
| N With DM Medicines | 3365 | 1705 | 1660 | 1281 | 621 | 660 | 64 | 33 | 31 |
| (100%) | (100%) | (100%) | (35.3%) | (34.5%) | (36.2%) | (100%) | (100%) | (100%) | |
| Chol.[mg/dL] | 169.3 | 169.3 | 169.3 | 139.5 | 139.7 | 139.3 | 167.4 | 168.2 | 166.5 |
| (±39.0) | (±39.2) | (±38.8) | (±15.3) | (±14.9) | (±15.7) | (±39.9) | (±41.5) | (±38.1) | |
| N Chol < 160 | 1365 | 690 | 675 | 3625 | 1801 | 1824 | 24 | 13 | 11 |
| (40.6%) | (40.5%) | (40.7%) | (100%) | (100%) | (100%) | (37.5%) | (39.4%) | (35.5%) | |
| N With Chol.-low Medicines | 2120 | 1057 | 1063 | 3625 | 1801 | 1824 | 31 | 17 | 14 |
| (63%) | (62%) | (64%) | (100%) | (100%) | (100%) | (48.4%) | (51.5%) | (45.2%) | |
| N s/p MI | 832 | 430 | 402 | 0 | 0 | 0 | 19 | 9 | 10 |
| (24.7%) | (25.2%) | (24.2%) | (0%) | (0%) | (0%) | (29.7%) | (27.3%) | (32.3%) | |
| N s/p CVA/ TIA /IHD | 2062 | 1037 | 1025 | 0 | 0 | 0 | 38 | 21 | 17 |
| (61.3%) | (60.8%) | (61.7%) | (0%) | (0%) | (0%) | (59.4%) | (63.6%) | (54.8%) | |
| Characteristic | Group E | Group F | Group G | ||||||
| (criteria a + c) | (criteria b + c) | (criteria a + b + c) | |||||||
| Trial Arm | Total | No Email | Total | No Email | Total | No Email | |||
| N | 41 | 21 | 20 | 749 | 376 | 373 | 8 | 4 | 4 |
| North District | 13 | 9 | 4 | 271 | 129 | 142 | 4 | 2 | 2 |
| (31.7%) | (42.9%) | (20%) | (36.2%) | (34.3%) | (38.1%) | (50%) | (50%) | (50%) | |
| N Gender Female | 29 | 13 | 16 | 459 | 233 | 226 | 6 | 3 | 3 |
| (71%) | (62%) | (80%) | (61%) | (62%) | (61%) | (75%) | (75%) | (75%) | |
| Age [years] | 82.7 | 83.4 | 82 | 79.5 | 79.2 | 79.8 | 79.4 | 82.8 | 76 |
| (±4.5) | (±4.7) | (±4.1) | (±4.1) | (±3.9) | (±4.2) | (±4.5) | (±4.0) | (±1.2) | |
| N Age ≥ 90 years | 2 | 1 | 1 | 18 | 7 | 11 | 0 | 0 | 0 |
| (4.9%) | (4.8%) | (5%) | (2.4%) | (1.9%) | (2.9%) | (0%) | (0%) | (0%) | |
| Last BMI [kg/m2] | 20.8 | 21 | 20.6 | 30.2 | 30.2 | 30.2 | 21.5 | 21 | 21.9 |
| (±1.7) | (±1.7) | (±1.7) | (±5.4) | (±5.7) | (±5.2) | (±1.3) | (±1.7) | (±0.7) | |
| N Last BMI < 20 | 11 | 4 | 7 | 4 | 3 | 1 | 1 | 0 | 1 |
| (26.8%) | (19%) | (35%) | (0.5%) | (0.8%) | (0.3%) | (12.5%) | (0%) | (25%) | |
| N with Dietitian counseling | 0 | 0 | 0 | 31 | 18 | 13 | 0 | 0 | 0 |
| (0%) | (0%) | (0%) | (4.1%) | (4.8%) | (3.5%) | (0%) | (0%) | (0%) | |
| HbA1c% | 6.5 | 6.4 | 6.7 | 6.1 | 6.1 | 6.1 | 5.9 | 6 | 5.8 |
| (±1.8) | (±1.4) | (±2.2) | (±0.3) | (±0.3) | (±0.3) | (±0.3) | (±0.2) | (±0.3) | |
| N HbA1c% ≤ 5.7 | 10 | 6 | 4 | 100 | 49 | 51 | 2 | 1 | 1 |
| (24.4%) | (28.6%) | (20%) | (13.4%) | (13%) | (13.7%) | (25%) | (25%) | (25%) | |
| N With DM Medicines | 10 | 6 | 4 | 749 | 376 | 373 | 8 | 4 | 4 |
| (24.4%) | (28.6%) | (20%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | |
| Chol.[mg/dL] | 138.5 | 136.1 | 141.1 | 137.4 | 137.5 | 137.2 | 125.1 | 134.8 | 115.5 |
| (±16.2) | (±15.9) | (±16.2) | (±16.1) | (±16.1) | (±16.1) | (±19.6) | (±14.3) | (±19.6) | |
| N Chol < 160 | 41 | 21 | 20 | 749 | 376 | 373 | 8 | 4 | 4 |
| (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | |
| N With Chol.lowering Medicines | 41 | 21 | 20 | 749 | 376 | 373 | 8 | 4 | 4 |
| (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | |
| N s/p MI | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| (0%) | (0%) | (0%) | (0%) | (0%) | (0%) | (0%) | (0%) | (0%) | |
| N s/p CVA/ TIA /IHD | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| (0%) | (0%) | (0%) | (0%) | (0%) | (0%) | (0%) | (0%) | (0%) | |
BMI Body mass index, CHS Clalit health services, Chol. Cholesterol, CVA Cerebrovascular accident, DM Diabetes mellitus, IHD Ischemic heart disease, MI Myocardial infarct, N Number, s/p Status post, TIA Transient ischemic attack
CHS North and South district 75+ members and LIMIT participants’ data, presented as N (%) or mean (±SD)