| Literature DB >> 25427845 |
Monique F Kilkenny1, Roslyn Johnson, Nadine E Andrew, Tara Purvis, Alison Hicks, Stephen Colagiuri, Dominique A Cadilhac.
Abstract
BACKGROUND: Since 2007, the Australian Know your numbers (KYN) program has been used in community settings to raise awareness about blood pressure and stroke. In 2011, the program was modified to include assessment for type 2 diabetes risk. However, it is unclear which approach for assessing diabetes risk in pharmacies is best. We compared two methods: random (non-fasting) blood glucose testing (RBGT); and the Australian type 2 diabetes risk assessment tool (AUSDRISK); according to 1) identification of 'high risk' participants including head-to-head sensitivity and specificity; 2) number of referrals to doctors; and 3) feasibility of implementation.Entities:
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Year: 2014 PMID: 25427845 PMCID: PMC4289299 DOI: 10.1186/1471-2458-14-1227
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
AUSDRISK: risk of developing type 2 diabetes within 5 years
| Risk category | Score* | 5-year risk of developing type 2 diabetes* | 2011 KYN diabetes (N = 1,969) n (%) |
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| ≤ 5 | 1 person in every 100 | 251 (13) |
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| Intermediate | 6 – 8 | 1 person in every 50 | 311 (16) |
| Intermediate | 9 – 11 | 1 person in every 30 | 416 (21) |
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| High | 12 –15 | 1 person in every 14 | 526 (27) |
| High | 16 - 19 | 1 person in every 7 | 280 (14) |
| High | 20+ | 1 person in every 3 | 185 (9) |
*Source: adapted from: http://www.health.gov.au/internet/main/publishing.nsf/Content/chronic-diab-prev-aus.
Figure 1Recruitment of pharmacies and participants who registered in KYN diabetes program. *Pharmacies were given 2-3 weeks to change groups if they considered their allocation was not suitable **Ineligible includes people who reported having a history of diabetes. Permanent means pharmacy with year-long KYN Program; KYN: Know your numbers Program; RBGT: Random blood glucose testing; AUSDRISK: Australian Type 2 Diabetes Risk Assessment Tool.
Comparison of people tested in the KYN diabetes program by group 1 (BP/AUSDRISK/RBGT) and group 2 (BP/AUSDRISK)
| Group 1 BP/AUSDRISK/RBGT n (%) | Group 2 BP/AUSDRISK n (%) | Total n (%) | |
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| Number of registered health check stations | 58 | 59 | 117 |
| Number of registration logs returned | 3,494 | 1,989 | 5, 483 |
| Demographics | |||
| Female | 2,023 (59) | 1,203 (62) | 3,266 (60) |
| Age 55 years or more | 2,233 (66) | 1,305 (67) | 3,538 (66) |
| Do you have diabetes? | |||
| Yes | 282 (11) | 248 (16)* | 530 (13) |
| No | 1,956 (76) | 1,164 (74) | 3,120 (75) |
| Not sure | 334 (13) | 164 (10) | 498 (12) |
| AUSDRISK score | |||
| Median (Q1, Q3) | 12 (8, 15) | 12 (8, 15) | 12 (8, 15) |
| Low (<6) | 158 (12) | 93 (15) | 251 (13) |
| Intermediate (6-11) | 514 (38) | 213 (34) | 727 (37) |
| High (12+) | 675 (50) | 316 (51) | 991 (50) |
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| RBGT | |||
| Median (Q1, Q3) | 5.8 (5.0, 6.9) | - | 5.8 (5.0, 6.9) |
| Normal (less than 5.6 mmol/l) | 602 (47) | - | 602 (47) |
| High (5.6 mmol/l or more) | 686 (53) | - | 686 (53) |
| ‘High risk’ of diabetes1 | 818 (74)* | 316 (51) | 1,134 (66) |
| BP readings | |||
| Systolic median (Q1, Q3) | 135 (123,149) | 136 (123,150) | 135 (123,150) |
| Diastolic median (Q1, Q3) | 81 (73, 89) | 81 (73, 90) | 81 (73, 90) |
| BP categories# | |||
| Normal | 553 (16) | 290 (15) | 843 (16) |
| High-normal | 1,272 (37) | 707 (36) | 1,979 (37) |
| High | 1,573 (46) | 951 (49) | 2,524 (47) |
| Knowledge of BP number | |||
| Reported no history of high BP | 1,065 (38)* | 540 (33) | 1,605 (36) |
| Referral to GP | 1,441 (49)* | 682 (37) | 2,123 (44) |
| Recorded High BP check | |||
| Reported no history of high BP | 337 (25)** | 174 (21) | 511 (23) |
| Referral to GP | |||
| Recorded ‘High risk’ of diabetes1 | 501/776 (65) | 220/297 (74)* | 721/1,073 (67) |
| Recorded High BP | 900/1,328 (68)* | 482/886 (54) | 1,382/2,214 (66) |
BP: blood pressure; AUSDRISK: Australian Type 2 Diabetes Risk Assessment Tool; Q1: 25th percentile; Q3: 75th percentile; High normal: 120-139/80-89 mm Hg; High: ≥140/90 mm Hg; ‘1; ‘High risk’ of diabetes (AUSDRISK score 12+ or RBGT ≥5.6 mmol/I); *p < 0.05 and **p < 0.07; #isolated systolic BP not reported since this represents <0.3% of data.
Figure 2High risk scores (AUSDRISK and RBGT) by age groups.
Figure 3Relationship of AUSDRISK and random blood glucose test measures using median linear regression.
Sensitivity, specificity and predictive values of RBGT (≥5.6 mm/mol) to predict risk of diabetes at various age categories (AUSDRISK 12+ is the reference standard)
| Variables | All ages N = 1,121 % (95% CI) | Age <55 years N = 453 % (95% CI) | Age 55+ years N = 661 % (95% CI) |
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| Sensitivity | 63 (59, 67) | 63 (54, 71) | 63 (58, 67) |
| Specificity | 54 (50, 58) | 62 (56, 68) | 43 (37, 50) |
| Positive predictive value | 60 (56, 64) | 43 (36, 50) | 69 (64, 74) |
| Negative predictive value | 57 (52, 61) | 79 (73, 83) | 36 (30, 42) |
Main themes and sub-themes to emerge from interviews with pharmacy staff related to conducting diabetes risk assessments
| Theme and sub-themes | Group 1* (N = 38) | Group 2** (N = 30) | |
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| Training | Only selected staff were allocated time to complete the training. Therefore, if they haven’t completed the training, they may just completed BP check | ✓ | ✓ |
| Training/ access to equipment | By the scheduled start date for the pilot phase, some pharmacies were still waiting on a RGBT meter and training regarding its use | ✓ | |
| Length of assessment (pharmacy staff) | Total health check more likely to take >5 or <5 minutes | >5 minutes | <5 minutes |
| Therefore, an appointment often had to be made to complete (>5 minutes) | |||
| Pharmacy staff | If staff had limited time, often only a BP check would be completed | ✓ | ✓ |
| Length of assessment (participants) | Limited available time of participants affected the number of diabetes risk assessments completed | ✓ | ✓ |
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| Pharmacy staff undertaking measures | Health checks more likely to be performed by fully trained pharmacist | ✓ | |
| BP and AUSDRISK checks more likely to be completed by pharmacist assistants | ✓ | ||
| Pharmacy staff attributes | Concerns raised regarding confidence, knowledge, skill and experience of a pharmacy assistant in carrying out RBGT | ✓ | |
| When a pharmacy assistant performed AUSDRISK, high risk patients were generally discussed with the pharmacist | ✓ | ||
| Motivation | Lack of motivation by staff limited how often the diabetes risk assessment was completed | ✓ | ✓ |
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| Space | Limited number of pharmacies had a designated ‘booth’ or private consulting room to complete RBGT. General feeling that it was inappropriate to conduct RBGT test in a pharmacy setting | ✓ | |
| Set up of a pharmacy in general was more conducive to completion of the AUSDRISK assessment than a RBGT | ✓ | ||
| Technique/participants | Invasive nature of finger prick as part of RBGT was a concern for some participants | ✓ | ✓ |
| Some consumers refused waist measurement as part of AUSDRISK | |||
| Safety and cost | Concerns around appropriate disposal of ‘sharps’ and ‘clinical waste’ involved in RBGT | ✓ | |
| Purchase of consumables required to undertake RBGT and for infection control measures are expensive | ✓ | ||
| Referral to GP | If blood glucose level was >5.5 mmol and the consumer had recently eaten or had something sweet to drink, staff reported that the may not refer, but rather request to re-assess the participant at a later time point | ✓ | |
| If AUSDRISK score was high due to non-modifiable risk factors (eg age and gender) staff were less likely to refer | ✓ | ||
AUSDRISK: Australian type 2 diabetes risk assessment: BP: Blood pressure; RBGT: Random blood glucose testing; *BP/AUSDRISK/RBGT; ** BP/AUSDRISK.