| Literature DB >> 27354917 |
David O Riordan1, Kieran A Walsh1, Rose Galvin2, Carol Sinnott3, Patricia M Kearney4, Stephen Byrne1.
Abstract
OBJECTIVE: To evaluate studies of pharmacist-led interventions on potentially inappropriate prescribing among community-dwelling older adults receiving primary care to identify the components of a successful intervention. DATA SOURCES: An electronic search of the literature was conducted using the following databases from inception to December 2015: PubMed, Embase, Cumulative Index to Nursing and Allied Health Literature, MEDLINE (through Ovid), Trip, Centre for Reviews and Dissemination databases, Cochrane Database of Systematic Reviews, ISI Web of Science, ScienceDirect, ClinicalTrials.gov, metaRegister of Controlled Trials, ProQuest Dissertations & Theses Database (Theses in Great Britain, Ireland and North America). REVIEWEntities:
Keywords: Pharmacist interventions; older people; prescribing; primary care; systematic review
Year: 2016 PMID: 27354917 PMCID: PMC4910534 DOI: 10.1177/2050312116652568
Source DB: PubMed Journal: SAGE Open Med ISSN: 2050-3121
PRISMA checklist.
| Section/topic | # | Checklist item | Reported on page # |
|---|---|---|---|
| TITLE | |||
| Title | 1 | Identify the report as a systematic review, meta-analysis or both. | 1 |
| ABSTRACT | |||
| Structured summary | 2 | Provide a structured summary including as applicable: background, objectives, data sources, study eligibility criteria, participants and interventions, study appraisal and synthesis methods, results, limitations, conclusions and implications of key findings, systematic review registration number. | 2–3 |
| INTRODUCTION | |||
| Rationale | 3 | Describe the rationale for the review in the context of what is already known. | 4–6 |
| Objectives | 4 | Provide an explicit statement of questions being addressed with reference to participants, interventions, comparisons, outcomes and study design (PICOS). | 6 |
| METHODS | |||
| Protocol and registration | 5 | Indicate if a review protocol exists, if and where it can be accessed (e.g. web address), and, if available, provide registration information including registration number. | N/A |
| Eligibility criteria | 6 | Specify study characteristics (e.g. PICOS, length of follow-up) and report characteristics (e.g. years considered, language and publication status) used as criteria for eligibility, giving rationale. | 7 |
| Information sources | 7 | Describe all information sources (e.g. databases with dates of coverage, contact with study authors to identify additional studies) in the search and date last searched. | 6 |
| Search | 8 | Present full electronic search strategy for at least one database, including any limits used, such that it could be repeated. | 6 |
| Study selection | 9 | State the process for selecting studies (i.e. screening, eligibility, included in systematic review, and, if applicable, included in the meta-analysis). | 7 |
| Data collection process | 10 | Describe method of data extraction from reports (e.g. piloted forms, independently and in duplicate) and any processes for obtaining and confirming data from investigators. | 7–8 |
| Data items | 11 | List and define all variables for which data were sought (e.g. PICOS, funding sources) and any assumptions and simplifications made. | 6–8 |
| Risk of bias in individual studies | 12 | Describe methods used for assessing risk of bias of individual studies (including specification of whether this was done at the study or outcome level), and how this information is to be used in any data synthesis. | 8 |
| Summary measures | 13 | State the principal summary measures (e.g. risk ratio, difference in means). | N/A |
| Synthesis of results | 14 | Describe the methods of handling data and combining results of studies, if done, including measures of consistency (e.g. I2) for each meta-analysis. | N/A |
| Page 1 of 2: risk of bias across studies | 15 | Specify any assessment of risk of bias that may affect the cumulative evidence (e.g. publication bias, selective reporting within studies). | N/A |
| Additional analyses | 16 | Describe methods of additional analyses (e.g. sensitivity or subgroup analyses, meta-regression), if done, indicating which were pre-specified. | N/A |
| RESULTS | |||
| Study selection | 17 | Give numbers of studies screened, assessed for eligibility and included in the review, with reasons for exclusions at each stage, ideally with a flow diagram. | 9, 26 |
| Study characteristics | 18 | For each study, present characteristics for which data were extracted (e.g. study size, PICOS, follow-up period) and provide the citations. | 9–12, 27–38 |
| Risk of bias within studies | 19 | Present data on risk of bias of each study, and, if available, any outcome level assessment (see Item 12). | 12, 39–40 |
| Results of individual studies | 20 | For all outcomes considered (benefits or harms), present, for each study: (a) simple summary data for each intervention group and (b) effect estimates and confidence intervals, ideally with a forest plot. | 12, 39–40 |
| Synthesis of results | 21 | Present results of each meta-analysis done, including confidence intervals and measures of consistency. | N/A |
| Risk of bias across studies | 22 | Present results of any assessment of risk of bias across studies (see Item 15). | N/A |
| Additional analysis | 23 | Give results of additional analyses, if done (e.g. sensitivity or subgroup analyses, meta-regression (see Item 16)). | N/A |
| DISCUSSION | |||
| Summary of evidence | 24 | Summarize the main findings including the strength of evidence for each main outcome, consider their relevance to key groups (e.g. healthcare providers, users and policy makers). | 13–14 |
| Limitations | 25 | Discuss limitations at study and outcome level (e.g. risk of bias) and at review-level (e.g. incomplete retrieval of identified research, reporting bias). | 19 |
| Conclusions | 26 | Provide a general interpretation of the results in the context of other evidence and implications for future research. | 15–20 |
| FUNDING | |||
| Funding | 27 | Describe sources of funding for the systematic review and other support (e.g. supply of data), role of funders for the systematic review. | N/A |
PRISMA: Preferred Reporting Items for Systematic Reviews and Meta-Analyses; N/A: not applicable.
Databases and search terms applied.
| Database | Search terms applied |
|---|---|
| CINAHL | AGED OR aged, 65 and over OR middle aged OR elderly AND Primary care OR primary health care OR community AND Pharmacist* AND Prescription OR prescribing |
|
| (pharmacist or pharmacists) AND (prescribing OR prescription) AND (inappropriate OR strategy OR strategies OR improving OR improve OR optimise OR optimize) AND (primary care OR primary health care OR community OR outpatient care) | Adult, Senior |
| Cochrane Database of Systematic Reviews | ‘aged’ or ‘aged, over 65’ or ‘middle aged’ or ‘elderly’ AND prescribing or prescription or ‘inappropriate prescribing’ AND ‘primary care’ or ‘primary health care’ or ‘outpatient care’ or ‘community’ AND pharmacist* or ‘pharmaceutical care’ or pharmacist* intervention |
| Embase | ‘aged’ OR ‘aged’ OR ‘middle aged’ OR ‘middle aged’ OR ‘aged, over 65’ OR ‘elderly’ OR ‘elderly’ AND |
| MEDLINE (through Ovid) | (prescribing or prescription) AND (aged or middle aged or elderly) AND (primary care or primary health care or elderly care or outpatient care) AND (pharmacist* or pharmaceutical care) |
| metaRegister of Controlled Trials (mRCT) | (pharmacist or pharmacists) AND (prescribing OR prescription) AND (inappropriate OR improving OR improve OR optimise OR optimize) AND (primary care OR primary health care OR outpatient care OR community OR general practice) |
| ProQuest Dissertations & Theses | (aged or elderly OR ‘middle aged’) AND (‘primary care’ or ‘primary health care’ OR community or ‘outpatient care’) AND (prescribing or ‘drug prescribing’ OR prescription* or ‘drug prescription*’) AND (pharmacist* or clinical pharmacist* OR ‘pharmaceutical care’ OR ‘pharmacy intervention’ or ‘clinical intervention’ OR ‘pharmacist intervention’ or ‘clinical pharmacist intervention’) |
| PubMed | (((‘primary care’ or ‘primary health care’ or ‘outpatient care’))) AND ((prescribing or prescription*))) AND ((‘aged’ or ‘middle aged’ or elderly))) AND ((pharmacist* or ‘pharmaceutical care’)) |
| ScienceDirect | aged OR ‘middle aged’ OR ‘elderly’ AND ‘primary care’ OR ‘primary health care’ OR community OR ‘outpatient care’ AND prescribing OR prescription* OR ‘appropriate prescribing’ OR ‘inappropriate prescribing’ OR ‘potentially inappropriate prescribing’ AND ‘clinical pharmacist’ OR pharmacist* OR ‘pharmaceutical care’ OR ‘pharmacy intervention’ or ‘clinical intervention’ OR ‘pharmacist intervention’ or ‘clinical pharmacist intervention’ (All Sources (Medicine and Dentistry, Nursing and Health Professions, Pharmacology, Toxicology and Pharmaceutical Science)). |
| Trip | ‘(title: aged OR middle aged OR elderly AND primary care OR primary health care OR outpatient care) (title: pharmacist* OR pharmaceutical care) (title: usual care OR control) (prescribing OR prescription)’, by quality |
| University of York Centre for Reviews and Dissemination | (aged) OR (‘middle aged’) OR (elderly) AND (prescribing or prescription* or ‘drug prescribing’ or ‘drug prescription*’) AND (‘primary care’) OR (‘primary health care’) OR (‘outpatient care’) AND (pharmacist* or ‘clinical pharmacist*’ or ‘pharmaceutical care’ OR ‘pharmacist* intervention’ OR ‘clinical pharmacist* intervention’) |
| ISI Web of Science | (‘aged’ or ‘middle aged’ or elderly) Timespan=All years, Search language=Auto AND (‘primary care’ or ‘primary health care’ or ‘outpatient care’) Timespan=All years, Search language=Auto AND (prescribing or prescription*) Timespan=All years, Search language=Auto AND (pharmacist* or ‘pharmaceutical care’) Timespan=All years, Search language=Auto |
Ongoing and excluded articles reviewed and reasons for exclusion.
| Study number | Article | Reason for exclusion |
|---|---|---|
| 1. | Developing pharmacist-led research to educate and sensitive community residents to the inappropriate prescription burden in the elderly. | This study is currently ongoing. |
| 2. | Inappropriate prescription in elderly and polypharmacy patients in primary care. PHARM-PC Trial. | This study is not yet open for participant recruitment. |
| 3. | A pilot study to reduce inappropriate anticholinergic prescribing in the elderly. | This study is currently recruiting participants. |
| 4. | Educational intervention to reduce drug-related hospitalizations in elderly primary health care patients. | Emailed author for full paper: 12 December 2014, 10:50 a.m. No reply. |
| 5. | Minimizing risk and maximizing outcomes in geriatric patients through integrated clinical pharmacy services in an innovative model of community practice. | The recruitment status of this study is unknown because the information has not been verified recently. Observational study. |
| 6. | Study of whether educational visits to primary care professionals improves the quality of care they provide. | Not relevant. The intervention was evaluated using prescribing analysis and cost (PACT) data for antidepressant drugs. |
| 7. | An intervention study to reduce the use and impact of potentially inappropriate medications among older adults. | Emailed author for full paper: 12 December 2014, 11:55 a.m. |
| 8. | Pharmacist-led medicines management outpatient service | Emailed author for full paper: 12 December 2014, 12:05 p.m. |
| 9. | Rationalisation of polypharmacy in the elderly by the RASP instrument | Emailed author for full paper: 12 December 2014, 12:24 p.m. |
| 10. | Randomized controlled trial of enhanced pharmacy care in older veteran outpatients | Emailed author for full paper: 12 December 2014, 12:30 p.m. No response. |
| 11. | Preventing falls through enhanced pharmaceutical care | Full article obtained. |
| 12. | Lipton H, Bero L, Bird JA, et al. The impact of clinical pharmacists’ consultations on physicians’ geriatric drug prescribing. A randomized controlled trial. | Full article obtained. |
| 13. | Elderly people still given inappropriate drugs. | Report from the |
| 14. | Vinks T, Egberts T, De Lange T, et al. Pharmacist-based medication review reduces potential drug-related problems in the elderly: the SMOG controlled trial. | Full article obtained. |
| 15. | Allard J, Hebert R, Rioux M, et al. Efficacy of a clinical medication review on the number of potentially inappropriate prescriptions prescribed for community-dwelling elderly people. | Full article obtained. |
| 16. | The Community Pharmacy Medicines Management Project Evaluation Team. The MEDMAN study: a randomized controlled trial of community pharmacy-led medicines management for patients with coronary heart disease. | Full article obtained. |
| 17. | Castelino RL, Hilmer SN, Bajorek BV, et al. Drug Burden Index and potentially inappropriate medications in community-dwelling older people: the impact of Home Medicines Review. | From abstract: A retrospective analysis of medication reviews. No control group. |
| 18. | Cowper PA, Weinberger M, Hanlon JT, et al. The cost-effectiveness of a clinical pharmacist intervention among elderly outpatients. | Full article obtained. |
| 19. | Davis RG, Hepfinger CA, Sauer KA, et al. Retrospective evaluation of medication appropriateness and clinical pharmacist drug therapy recommendations for home-based primary care veterans. | Full article obtained: Hard copy only. |
| 20. | Denneboom W, Dautzenberg MG, Grol R, et al. Treatment reviews of older people on polypharmacy in primary care: cluster controlled trial comparing two approaches. | Full article obtained. |
| 21. | Faya S. | Paper produced as part of PhD thesis. Thesis obtained. |
| 22. | Fletcher J, Hogg W, Farrell B, et al. Effect of nurse practitioner and pharmacist counselling on inappropriate medication use in family practice. | Full article obtained. |
| 23. | Goodyear-Smith F. Appropriate medications: prescription and use in primary care. | Full article obtained. |
| 24. | Grymonpre RE, Williamson DA and Montgomery PR. Impact of a pharmaceutical care model for non-institutionalised elderly: results of a randomised, controlled trial. | Full article obtained. |
| 25. | Howard R, Rodgers S, Avery AJ, et al. Description and process evaluation of pharmacists’ interventions in a pharmacist-led information technology-enabled multicentre cluster randomised controlled trial for reducing medication errors in general practice (PINCER trial). | Full article obtained. |
| 26. | Kaufman MB, Brodin KA and Sarafian A. Effect of prescriber education on the use of medications contraindicated in older adults in a managed Medicare population. | Full article obtained. |
| 27. | Krska J, Cromarty JA, Arris F, et al. Pharmacist-led medication review in patients over 65: a randomized, controlled trial in primary care. | Full article obtained. |
| 28. | Kwint HF, Faber A and Bouvy ML. The effect of home medication review on the resolution of drug related problems and health-related quality of life. | Article obtained. |
| 29. | Kwint HF, Faber A, Gussekloo J, et al. Effects of medication review on drug-related problems in patients using automated drug-dispensing systems: a pragmatic randomized controlled study. | Full article obtained. |
| 30. | Lipton HL, Bird JA, Bero LA, et al. Assessing the appropriateness of physician prescribing for geriatric outpatients: development and testing of an instrument. | Full article obtained: Hard copy only. |
| 31. | Lund BC, Carnahan RM, Egge JA, et al. Inappropriate prescribing predicts adverse drug events in older adults. | Full article obtained. |
| 32. | Martin P, Tamblyn R, Ahmed S, et al. An educational intervention to reduce the use of potentially inappropriate medications among older adults (EMPOWER study): protocol for a cluster randomized trial. | Full article obtained. |
| 33. | Milos V, Rekman E, Bondesson A, et al. Improving the quality of pharmacotherapy in elderly primary care patients through medication reviews: a randomised controlled study. | Full article obtained. |
| 34. | Mino-Leon D, Reyes-Morales H, Jasso L, et al. Physicians and pharmacists: collaboration to improve the quality of prescriptions in primary care in Mexico. | Full article obtained. |
| 35. | Morley JE. Inappropriate drug prescribing and polypharmacy are major causes of poor outcomes in long-term care. | Not relevant. |
| 36. | Morrison A and Wertheimer AI. Evaluation of studies investigating the effectiveness of pharmacists’ clinical services (Structured abstract). | Not relevant: systematic review. |
| 37. | Reboredo-Garcia S, Mateo CG and Casal-Llorente C. Implantation of a program for polymedicated patients within the framework of the Galician Strategy for Integrated Chronic Care. | Full article obtained. |
| 38. | Rossi MI, Young A, Maher R, et al. Polypharmacy and health beliefs in older outpatients. | Abstract only. |
| 39. | Schmader KE, Hanlon JT, Pieper CF, et al. Effects of geriatric evaluation and management on adverse drug reactions and suboptimal prescribing in the frail elderly. | Full article obtained. |
| 40. | Sellors J, Kaczorowski J, Sellors C, et al. A randomized controlled trial of a pharmacist consultation program for family physicians and their elderly patients (structured abstract). | Full article obtained. |
| 41. | Shade MY, Berger AM and Chaperon C. Potentially inappropriate medications in community-dwelling older adults. | Full article obtained. |
| 42. | Teichert M, Luijben SN, Wereldsma A, et al. Implementation of medication reviews in community pharmacies and their effect on potentially inappropriate drug use in elderly patients. | Full article obtained. |
| 43. | Wong I, Campion P, Coulton S, et al. Pharmaceutical care for elderly patients shared between community pharmacists and general practitioners: a randomised evaluation. RESPECT (Randomised Evaluation of Shared Prescribing for Elderly people in the Community over Time. | Full article obtained. |
| 44. | Zermansky AG, Petty DR, Raynor DK, et al. Clinical medication review by a pharmacist of patients on repeat prescriptions in general practice: a randomised controlled trial. | Full article obtained. |
| 45. | Basger BJ, Moles RJ and Chen TF. Impact of an enhanced pharmacy discharge service on prescribing appropriateness criteria: a randomised controlled trial. | Full article obtained. |
| 46. | Rose O, Waltering I, John C, et al. The WestGem study; medication management in the elderly. | Abstract only obtained. |
| 47. | Verdoorn S, Kwint HF, Faber A, et al. Majority of drug-related problems identified during medication review are not associated with STOPP/START criteria. | Full article obtained. |
| 48. | Bregnhøj L, Thirstrup S, Kristensen MB, et al. Combined intervention programme reduces inappropriate prescribing in elderly patients exposed to polypharmacy in primary care. | Full article obtained. |
| 49. | Monane M, Matthias D, Nagle B, et al. Improving prescribing patterns for the elderly through an online drug utilization review intervention: a system linking the physician, pharmacist, and computer. | Full article obtained. |
| 50. | Fick DM, Maclean JR, Rodriguez NA, et al. A randomized study to decrease the use of potentially inappropriate medicines among community dwelling older adults in a south-eastern managed care organisation. | Full article obtained. |
| 51. | Bucci C, Jackevicius C, McFarlane K, et al. Pharmacist’s contribution in a heart function clinic: patient perception and medication appropriateness. | Full article obtained. |
| 52. | Meredith S, Feldman P, Frey D, et al. Improving medication use in newly admitted home healthcare patients: a randomized controlled trial. | Full article obtained. |
| 53. | Avorn J and Soumerai SB. Improving drug-therapy decisions through educational outreach. A randomized controlled trial of academically based ‘detailing’. | Full article obtained. |
Figure 1.A PRISMA flowchart outlining the procurement of five included studies.
Study design, characteristics and outcomes of the included studies.
| Author | Country | Setting | Study design | Aim of the study | No. of patients | Mean age (years) ± SD | Female (%) | Mean no. of Rx meds per patient at baseline ± SD | Mean summated MAI score per patient at baseline ± SD | Mean summated MAI score per patient post-intervention ± SD | Secondary outcomes |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Bryant et al. [ | New Zealand | General practitioner (GP) practices in a primary health care. | Randomised controlled trial (RCT) | The objective was to determine whether involvement of community pharmacists undertaking clinical medication reviews, working with general practitioners, improved medicine-related therapeutic outcomes for patients. | I: 269 | I: 75.9 (range 64–92) | I: 64.7% | N/A | I: 5.1 | I: 3.1 | Change in the number of medicines used: more meds were started in the control group than in the intervention group (p < 0.0001). More dosage reductions and medicine switches in the intervention group than in the control group (p = 0.037). |
| Hanlon et al. [ | United States | A general medicine clinic of a Veterans Affairs (VA) medical centre. | RCT | To evaluate the effect of sustained clinical pharmacist interventions involving elderly outpatients with polypharmacy and their primary physicians. | I: 105 | I: 69.7 ± 3.5 | I: 1.9% | I: 7.6 ± 2.8 | I: 17.7 ± 6.2 | I: 12.8 ± 7.2 | Quality of life (SF-36): No significant difference between groups (p = 0.99). |
| Raebel et al. [ | United States | Kaiser Permanente Colorado (KPCO) | RCT | To determine whether a computerised tool that alerted pharmacists when patients aged ≥65 years were newly prescribed potentially inappropriate medicines, which was effective in decreasing the proportion of patients dispensed these medications. | I: 29,840 | Median age (5th, 95th percentiles) | I: 57% | Median (5th, 95th percentiles) | N/A | N/A | 1.8% of intervention versus 2.2% of control had newly dispensed PIP (p = 0.002). RRR = 16%, ARR = 0.3%. |
| Richmond et al.[ | England | All general practices in five primary care trusts (PCTs). | Interrupted time series (ITS) and repeated measures studies | To estimate the effectiveness of pharmaceutical care for older people, shared between GPs and community pharmacists in the United Kingdom, relative to usual care. | A total of 551 were followed through pharmaceutical care. | 80.4 ± 4.1 | 43.2% | 8.1 ± 3.1 | 23.6 ± 19.5 | N/A | Quality of life (SF-36): Mental score: no. = 742, mean = 47.8, SD = 12.2. |
| Taylor et al. [ | United States | Three community-based family medicine clinics. | RCT | The programme’s primary purpose was to determine the effect of pharmaceutical care on the prevention, detection and resolution of drug-related problems in high-risk patients in a rural community. | I: 33 | I: 64.4 ± 13.7 | I: 63.6% | I: 6.3 ± 2.2 | Percentage of inappropriate prescriptions according to MAI. | Percentage of inappropriate prescriptions according to MAI. | Quality of life (SF-36): no significant difference between groups. |
ARR: absolute risk reduction; C: control; I: intervention; INR: international normalised ratio; ITS: interrupted times series; LDL: low-density lipoprotein; MAI: Medication Appropriateness Index; Meds: medications; N/A: not applicable; No.: numbers; RRR: relative risk reductions; Rx: prescription; SD: standard deviation.
Characteristics of the pharmacist’s interventions.
| Author | Criteria applied | List of healthcare professionals involved | Number of healthcare professionals involved | Access to lab data | Access to medical notes | Medication review carried out | Patient counselling undertaken | Patients given educational material | Written communication with physicians | Oral communication with physicians | Educational meeting with physicians |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Bryant et al. [ | MAI | Pharmacists, physicians | Two | No | Yes | Yes | Yes | No | Unclear | Yes | No |
| Hanlon et al. [ | MAI | Pharmacists, physicians and nurses | Three | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No |
| Raebel et al. [ | Beers, Zhan and KPCMI | Pharmacists, physicians | Two | No | No | No | No | No | No | Yes | No |
| Richmond et al. [ | MAI | Pharmacists, physicians | Two | No | No | Yes | Unclear | No | Unclear | Unclear | Yes |
| Taylor et al. [ | MAI | Pharmacists, physicians and nurses | Three | No | Yes | Yes | Yes | Yes | Yes | Yes | No |
KPCMI: Kaiser Permanente Care Management Institute, MAI: Medication Appropriateness Index.
Methodological quality of RCT studies included in the review.
| Author | Selection bias | Performance bias | Detection bias | Attrition bias | Reporting bias | Other bias | Risk of bias | |
|---|---|---|---|---|---|---|---|---|
| Random sequence generation | Allocation concealment | Blinding of participants and personnel | Blinding of outcome assessment | Incomplete outcome data | Selective outcome reporting | Other sources of bias | Overall risk of bias | |
| Bryant et al.[ | High risk | High risk | Unclear | Low risk | High risk | Low risk | Unclear | High |
| Hanlon et al.[ | Low risk | Unclear | High risk | Low risk | Low risk | Low risk | High risk | High |
| Raebel et al.[ | Low risk | Unclear | Low risk | Unclear | Low risk | Low risk | Unclear | Unclear |
| Taylor et al.[ | Unclear | Unclear | Unclear | Unclear | Low risk | Low risk | High risk | High |
RCT: randomised control trial.
Methodological quality of ITS study included in the review.
| Author | Was the intervention independent of other changes? | Was the shape of the intervention effect pre-specified? | Was the intervention unlikely to affect data collection? | Was knowledge of the allocated interventions adequately prevented during the study? | Were incomplete outcome data adequately addressed? | Was the study free from selective outcome reporting? | Was the study free from other risks of bias? | Overall risk of bias |
|---|---|---|---|---|---|---|---|---|
| Richmond et al.[ | Low risk | Low risk | High risk | Low risk | Unclear risk | High risk | High risk | High |
ITS: interrupted time series.