Ripple effect of human–AI interface in patient-reported outcome measures: shaping the future of motor relearning programs for fall prevention – letter to editor

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Ripple effect of human–AI interface in patient-reported outcome measures: shaping the future of motor relearning programs for fall prevention – letter to editor

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  • Research Article
  • Cite Count Icon 4
  • 10.2147/ppa.s269202
Patient-Reported Outcome Measures (PROMs) to Support Adherence to Falls Prevention Clinic Recommendations: A Qualitative Study.
  • Oct 1, 2020
  • Patient Preference and Adherence
  • Daria Tai + 5 more

PurposeWe examined how patient-reported outcome measures (PROMs) support patients’ adherence to fall prevention recommendations in a novel primary care setting – the Falls Prevention Clinic.Patients and MethodsUsing a patient-oriented qualitative study design, we recruited patient partners to our study team to assist in developing focus group prompts. A trained facilitator conducted five semi-structured interviews with a total of 21 Falls Prevention Clinic participants. A trained facilitator prompted participants about: their views on the EuroQol 5 domain – 5 level (EQ-5D-5L) PROM, their preferences for PROM administration and feedback, the presentation of PROM questionnaire data, the use of comparative data and the EQ-5D-5L in improving adherence to recommendations, and other information they would need to improve adherence. Participants’ responses were coded according to three stages of qualitative analysis: open, axial and selective coding using an iterative and comparative approach.Results“Opportunity” and “Development” emerged as higher-level themes for the participants’ perspectives on how the EQ-5D-5L may be helpful for their appointments. “Frequency” described how often the participants believed the EQ-5D-5L should be administered and feedback provided. “Challenges”, “Benefits”, “Patients’ Understanding”, “Relevance of Data”, and “Usefulness of Data” provided insight on how PROMs data presentation was viewed by patients. “Performance”, “Resources”, “Knowledge”, “Role in Behaviour Change” highlighted the participants’ ideas for the role of the EQ-5D-5L and additional information in supporting their adherence to falls prevention recommendations. Participants emphasized that patients would value further support information to facilitate their adherence.ConclusionThis patient-oriented qualitative study, among individuals at high risk of future falls, sheds light on the importance of timely, understandable feedback, integrated with other clinical feedback in supporting adherence.

  • Research Article
  • Cite Count Icon 4
  • 10.1007/s11136-024-03657-5
Measurement properties of utility-based health-related quality of life measures in cardiac rehabilitation and secondary prevention programs: a systematic review
  • Jul 3, 2024
  • Quality of Life Research
  • Norma B Bulamu + 10 more

PurposeTo identify utility-based patient-reported outcome measures (PROMs) for assessing health-related quality of life (HRQoL) in cardiac rehabilitation and secondary prevention programs (CR) and appraise existing evidence on their measurement properties. Secondly, to link their items to the International Classification of Functioning Disability and Health (ICF) and the International Consortium of Health Outcome Measures (ICHOM) domains for cardiovascular disease (CVD).MethodsEight databases were searched. The review followed the COSMIN and JBI guidelines for measurement properties systematic reviews and PRISMA 2020 reporting guidelines. Non-experimental and observational empirical studies of patients ≥ 18 years of age with CVD undergoing CR and assessed quality of life (QoL) or HRQoL using utility-based PROMs or one accompanied by health state utilities were included.ResultsNine PROMs were identified with evidence on measurement properties for three measures: the German translations of SF-12, EQ-5D-5L, and MacNew heart disease HRQoL questionnaire. There was moderate quality evidence for responsiveness and hypothesis testing of the SF-12 and EQ-5D-5L, and high-quality evidence for responsiveness and hypothesis testing for the MacNew.All items of SF-12 and EQ-5D were linked to ICF categories, but four items of the MacNew were not classified or defined. All the PROM domains were mapped onto similar constructs from the ICHOM global sets.ConclusionThree utility-based PROMs validated in CR were identified: the German versions of the EQ-5D and SF-12 and the MacNew questionnaire. These PROMs are linked to a breadth of ICF categories and all ICHOM global sets. Additional validation studies of PROMs in CR are required.

  • Front Matter
  • 10.1016/j.jaip.2021.02.018
A Paucity of Outcomes
  • Jun 1, 2021
  • The Journal of Allergy and Clinical Immunology: In Practice
  • Richard W Honsinger

A Paucity of Outcomes

  • Research Article
  • Cite Count Icon 6
  • 10.1177/2048872619882360
Assessment of quality of care of patients with ST-segment elevation myocardial infarction.
  • Dec 1, 2020
  • European heart journal. Acute cardiovascular care
  • Bartosz Hudzik + 11 more

The 2017 European Society of Cardiology guidelines for the management of ST-elevation myocardial infarction recommended assessing quality of care to establish measurable quality indicators in order to ensure that every ST-elevation myocardial infarction patient receives the best possible care. We investigated the quality indicators of healthcare services in Poland provided to ST-elevation myocardial infarction patients. The Polish Registry of Acute Coronary Syndromes is a nationwide, multicentre, prospective study of acute coronary syndrome patients in Poland. For the purpose of assessing quality indicators, we included 8279 patients from the Polish Registry of Acute Coronary Syndromes hospitalised with ST-elevation myocardial infarction in 2018. Four hundred and eight of 8279 patients (4.9%) arrived at percutaneous coronary intervention centre by self-transport, 4791 (57.9%) arrived at percutaneous coronary intervention centre by direct emergency medical system transport, and 2900 (37.2%) were transferred from non-percutaneous coronary intervention facilities. Whilst 95.1% of ST-elevation myocardial infarction patients arriving in the first 12 h received reperfusion therapy, the rates of timely reperfusion were much lower (ranging from 39.4% to 55.0% for various ST-elevation myocardial infarction pathways). The median left ventricular ejection fraction was 46% and was assessed before discharge in 86.0% of patients. Four hundred and eighty-nine of 8279 patients (5.9%) died during hospital stay. Optimal medical therapy is prescribed in 50-85% of patients depending on various clinical settings. Only one in two ST-elevation myocardial infarction patients is enrolled in a cardiac rehabilitation program at discharge. No patient-reported outcomes were recorded in the Polish Registry of Acute Coronary Syndromes. The results of this study identified areas of healthcare system that require solid improvement. These include direct transport to percutaneous coronary intervention centre, timely reperfusion, guidelines-based medical therapy (in particular in patients with heart failure), referral to cardiac rehabilitation/secondary prevention programs. Also, there is a need for recording quality indicators associated with patient-reported outcomes.

  • Research Article
  • 10.1093/eurheartj/ehz748.0497
P1743Assessment of quality of care of patients with ST-segment elevation myocardial infarction in Poland
  • Oct 1, 2019
  • European Heart Journal
  • B Hudzik + 11 more

Introduction 2017 ESC Guidelines for the management of ST-elevation myocardial infarction (STEMI) patients have called for the assessment of the quality of care to establish measurable quality indicators in order to ensure that every patient with STEMI receives the best possible care. We investigated the quality indicators of health care services in Poland provided to STEMI patients. Methods The Polish Registry of Acute Coronary Syndromes (PL-ACS) is an ongoing, nationwide, multicenter, prospective, observational study of consecutively hospitalized patients with the whole spectrum of ACS in Poland. For the purpose of assessing quality indicators, we included 8,279 patients from the PL-ACS Registry hospitalized with STEMI between January 1 and December 31, 2018. Results All emergency medical services (EMS) are equipped with ECG/defibrillators. 408 of 8,279 patients (4.9%) arrived at PCI center by self-transport, 4,791 patients (57.9%) patients arrived at PCI center by direct EMS transport, and 2,900 patients (37.2%) were transferred from non-PCI facilities. Whilst 95.1% of STEMI patients arriving in the first 12 hours received reperfusion therapy, the rates of timely reperfusion were much lower (ranging from 39.4% to 55.0% for various STEMI pathways). 7,807 patients (94.3%) underwent PCI as a mode of primary reperfusion strategy. The median left ventricular ejection fraction (LVEF) was 46% and was assessed before discharge in 86.0% of patients. 489 of 8,279 patients (5.9%) died during hospital stay. Optimal medical therapy is prescribed in 50–85% of patients depending on various clinical settings. Only one in two STEMI patient is enrolled in a cardiac rehabilitation program at discharge. No patient-reported outcomes were recorded in the PL-ACS Registry. Figure 1 Conclusions The results of this study identified areas of healthcare systems that require solid improvement. These include prehospital ECG decision strategy, direct transport to PCI center, timely reperfusion, guidelines-based medical therapy (in particular in patients with heart failure), referral to cardiac rehabilitation/secondary prevention programs. More importantly, we recognized an urgent need for the initiation of recording quality indicators associated with patient-reported outcomes.

  • Research Article
  • Cite Count Icon 1
  • 10.1007/s11136-022-03175-2
Baseline health-related quality of life predicts falls: a secondary analysis of a randomized controlled trial.
  • Jul 7, 2022
  • Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation
  • Jennifer C Davis + 8 more

Among older adults, health-related quality of life (HRQoL) and falls are associated. Generic patient-reported outcomes measures (PROMs) assess individual's HRQoL. The role for PROMs, a potential tool for predicting subsequent falls, remains under-explored. Our primary aim was to determine whether a baseline PROMs assessment of HRQoL may be a useful tool for predicting future falls. A secondary analysis of a 12-month randomized clinical trial (RCT) of a home-based exercise program among 344 adults (67% female), aged ≥ 70years, with ≥ 1 falls in the prior year who were randomized (1:1) to either a home-based exercise program (n = 172) or usual care (n = 172). A negative binomial regression model with total falls count as the dependent variable evaluated the main effect of the independent variable-baseline HRQoL (measured by the Short-Form-6D)-controlling for total exposure time and experiment group (i.e., exercise or usual care) for the total sample. For the usual care group alone, the model controlled for total exposure time. For the total sample, the rate of subsequent total falls was significantly predicted by baseline HRQoL (IRR = 0.044; 95% CI [0.005-0.037]; p = .004). For the usual care group, findings were confirmed with wider confidence intervals and the rate of prospective total falls was significantly predicted by baseline HRQoL (IRR = 0.025; 95% CI [0.001-0.909]; p = .044). These findings suggest the ShortForm-6D should be considered as part of falls prevention screening strategies within a Falls Prevention Clinic setting. Trial Registrations ClinicalTrials.gov Protocol Registration System. Identifier: NCT01029171; URL: https://clinicaltrials.gov/ct2/show/NCT01029171 . Identifier: NCT00323596; URL: https://clinicaltrials.gov/ct2/show/NCT00323596 .

  • Research Article
  • 10.3390/jcm14124135
Balance and Mobility in Comparison to Patient-Reported Outcomes—A Longitudinal Evaluation After Total Hip and Knee Arthroplasty
  • Jun 11, 2025
  • Journal of Clinical Medicine
  • Klemens Vertesich + 5 more

Background: Balance and gait are critical for functional recovery and fall prevention following total hip (THA) and knee arthroplasty (TKA). Despite improvements in pain and joint function, residual impairments often persist. The Timed Up and Go (TUG) test and Tinetti Performance-Oriented Mobility Assessment (POMA) objectively measure postoperative mobility and balance, while patient-reported outcome measures (PROMs) assess perceived function and well-being. This study longitudinally evaluates functional measurement and PROMs to explore their interrelationships and compare recovery trajectories in THA and TKA cohorts. Methods: In this prospective study, 22 THA and 21 TKA patients were assessed preoperatively and at 4–6 days, 6 weeks, 3 months, and 12 months postoperatively using TUG, Tinetti, Hip Disability and Osteoarthritis Outcome Score (HOOS), Knee Injury and Osteoarthritis Outcome Score (KOOS), and clinical scores (Harris Hip Score (HHS) for THA, Knee Society Score (KSS) for TKA). Pearson correlation assessed relationships between measures. Results: Both cohorts demonstrated significant immediate postoperative declines in balance and mobility, recovering to baseline by 6 weeks and surpassing it by 3 and 12 months (p < 0.001). PROMs showed earlier and sustained improvements. Objective balance and mobility measures showed minimal correlation with PROMs but were highly interrelated from 6 weeks onward. Conclusions: THA and TKA patients experience early postoperative balance impairments, suggesting heightened fall risk, with functional recovery lagging behind perceived well-being, highlighting the need for cautious rehabilitation strategies.

  • Research Article
  • 10.1097/spc.0b013e32835ab9d3
Editorial introductions
  • Dec 1, 2012
  • Current Opinion in Supportive &amp; Palliative Care
  • &Na;

Editorial introductions

  • Research Article
  • Cite Count Icon 4
  • 10.1186/s41687-023-00603-w
Falls risk perception measures in hospital: a COSMIN systematic review
  • Jun 26, 2023
  • Journal of Patient-Reported Outcomes
  • Elissa Dabkowski + 3 more

Falls prevention in hospital continues to be a research priority because of the poor health outcomes and financial burdens that can arise. Recently updated World Guidelines for Falls Prevention and Management strongly recommend evaluating patients’ concerns about falling as part of a multifactorial assessment. The aim of this systematic review was to evaluate the quality of falls risk perception measures for adults in a hospital setting. This review was conducted using the Consensus-based Standards for the selection of health Measurement Instruments guidelines and provides a comprehensive summary of these instruments, including psychometric properties, feasibility and clinical recommendations for their use. The review followed a prospectively registered protocol, in which a total of ten databases were searched between the years 2002 and 2022. Studies were included if the instruments measured falls risk perception and/or other psychological falls constructs, if they were conducted in a hospital setting and if the target population contained hospital inpatients. A total of 18 studies met the inclusion criteria, encompassing 20 falls risk perception measures. These falls risk perception instruments were grouped into five falls-related constructs: Balance Confidence, Falls Efficacy/Concern, Fear of Falling, Self-Awareness and Behaviour/Intention. Two of the patient reported outcome measures (PROMs) received Class A recommendations (Falls Risk Perception Questionnaire and the Spinal Cord Injury-Falls Concern Scale); however, this rating is only applicable for the populations/context described in the studies. Thirteen PROMs received Class B recommendations, solidifying the need for further validation studies of these PROMs.

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  • Research Article
  • Cite Count Icon 6
  • 10.1186/s12913-024-11031-x
Implementation of an integrated primary care prevention and management program for chronic low back pain (LBP): patient-reported outcomes and predictors of pain interference after six months
  • May 9, 2024
  • BMC Health Services Research
  • Sara Ahmed + 6 more

BackgroundIntegrated primary care programs for patients living with chronic pain which are accessible, interdisciplinary, and patient-centered are needed for preventing chronicity and improving outcomes. Evaluation of the implementation and impact of such programs supports further development of primary care chronic pain management. This study examined patient-reported outcomes among individuals with low back pain (LBP) receiving care in a novel interdisciplinary primary care program.MethodsPatients were referred by primary care physicians in four regions of Quebec, Canada, and eligible patients received an evidence-based interdisciplinary pain management program over a six-month period. Patients were screened for risk of chronicity. Patient-reported outcome measures of pain interference and intensity, physical function, depression, and anxiety were evaluated at regular intervals over the six-month follow-up. A multilevel regression analysis was performed to evaluate the association between patient characteristics at baseline, including risk of chronicity, and change in pain outcomes.ResultsFour hundred and sixty-four individuals (mean age 55.4y, 63% female) completed the program. The majority (≥ 60%) experienced a clinically meaningful improvement in pain intensity and interference at six months. Patients with moderate (71%) or high risk (81%) of chronicity showed greater improvement in pain interference than those with low risk (51%). Significant predictors of improvement in pain interference included a higher risk of chronicity, younger age, female sex, and lower baseline disability.ConclusionThe outcomes of this novel LBP program will inform wider implementation considerations by identifying key components for further effectiveness, sustainability, and scale-up of the program.

  • Front Matter
  • Cite Count Icon 2
  • 10.2106/jbjs.20.01406
What's New in Orthopaedic Rehabilitation.
  • Sep 17, 2020
  • The Journal of bone and joint surgery. American volume
  • Travis L Cleland + 3 more

What's New in Orthopaedic Rehabilitation.

  • Research Article
  • 10.26603/001c.137095
The formal EU-US Meniscus Rehabilitation 2024 Consensus. An ESSKA-AOSSM-AASPT Initiative. Part I –Rehabilitation Management After Meniscus Surgery (Meniscectomy, Repair, Reconstruction)
  • May 12, 2025
  • International Journal of Sports Physical Therapy
  • Nicolas Pujol + 29 more

Purpose The aim of part-one of this EU-US consensus was to combine literature research and expertise to provide recommendations for the usage of rehabilitation (including physical therapy) of patients undergoing surgical treatment for degenerative meniscus lesions or acute meniscus tears (including meniscectomy, repair, or reconstruction). Prevention programs, non-operative treatment of acute tears and degenerative lesions, return to sports and patient-reported outcome measures (PROMS) will be presented in a part-II article. Methods This consensus followed ESSKA “formal consensus” methodology. For this combined ESSKA (European Society for Sports Traumatology and Arthroscopy), AOSSM (American Orthopedic Society for Sports Medicine), ASSPT (American Academy of Sports Physical Therapy) initiative, 67 experts (26 in the steering group and 41 in the rating group) from 14 countries (USA and 13 European countries) including orthopedic surgeons, sports medicine doctors and physiotherapists were involved. Steering group members established guiding questions, searched the literature, proposed statements. Rating group members assessed the statements according to a Likert scale and provided grades of recommendations reaching final agreement about rehabilitation of the knee after meniscus surgery. Final documents were then assessed by a peer review group to adress the geographical adaptability. Results The overall level of evidence of the literature was low. Of the 19 questions (leading to 29 statements), one received a grade A of recommendation, two a grade B, nine a grade C and 17 a Grade D. Nevertheless, the mean median rating of all questions was 8.2/9 (9 being the highest rating on a scale of 1-9) and the global mean rating was 8.4+/-0.2, indicating a high agreement. Rehabilitation depends on the type of lesion, the treatment performed and is the same after medial or lateral meniscus surgery. Rehabilitation after meniscectomy should follow a criterion-based rehabilitation protocol, based on milestones rather than a time-based protocol. After meniscus repair and reconstruction, rehabilitation should be progressed according to both time and criterion-based milestones. Conclusion Rehabilitation after meniscus surgery is a debated topic that may influence surgical outcomes if not optimally performed. This international formal consensus established clear, updated, and structured recommendations for both surgeons and physiotherapists treating patients after meniscus surgery. Level of Evidence I, Consensus.

  • Research Article
  • Cite Count Icon 3
  • 10.1177/23259671251343088
The Formal EU-US Meniscus Rehabilitation 2024 Consensus: An ESSKA-AOSSM-AASPT Initiative: Part I-Rehabilitation Management After Meniscus Surgery (Meniscectomy, Repair and Reconstruction).
  • May 1, 2025
  • Orthopaedic journal of sports medicine
  • Nicolas Pujol + 29 more

The aim of part one of this EU-US consensus was to combine literature research and expertise to provide recommendations for the usage of rehabilitation (including physical therapy) of patients undergoing surgical treatment for degenerative meniscus lesions or acute meniscus tears (including meniscectomy, repair, or reconstruction). Prevention programmes, non-operative treatment of acute tears and degenerative lesions, return to sports and patient-reported outcome measures will be presented in a part II article. This consensus followed the European Society for Sports Traumatology and Arthroscopy (ESSKA)'s "formal consensus" methodology. For this combined ESSKA, American Orthopedic Society for Sports Medicine and American Academy of Sports Physical Therapy initiative, 67 experts (26 in the steering group and 41 in the rating group) from 14 countries (US and 13 European countries), including orthopaedic surgeons, sports medicine doctors and physiotherapists were involved. Steering group members established guiding questions, searched the literature and proposed statements. Rating group members assessed the statements according to a Likert scale and provided grades of recommendations, reaching a final agreement about rehabilitation of the knee after meniscus surgery. Final documents were then assessed by a peer review group to address the geographical adaptability. The overall level of evidence in the literature was low. Of the 19 questions (leading to 29 statements), 1 received a Grade A of recommendation, 2 a Grade B, 9 a Grade C and 17 a Grade D. Nevertheless, the mean median rating of all questions was 8.2/9 (9 being the highest rating on a scale of 1-9). The global mean rating was 8.4 ± 0.2, indicating a high agreement. Rehabilitation depends on the type of lesion, the treatment performed and is the same after medial or lateral meniscus surgery. Rehabilitation after meniscectomy should follow a criterion-based rehabilitation protocol, based on milestones rather than a time-based protocol. After meniscus repair and reconstruction, rehabilitation should be progressed according to both time and criterion-based milestones. Rehabilitation after meniscus surgery is a debated topic that may influence surgical outcomes if not optimally performed. This international formal consensus established clear, updated and structured recommendations for both surgeons and physiotherapists treating patients after meniscus surgery. Level I, consensus.

  • Research Article
  • Cite Count Icon 1
  • 10.1093/eurjcn/zvab060.073
Transitioning a cardiovascular health and rehabilitation programme to a virtual platform during covid 19
  • Jul 29, 2021
  • European Journal of Cardiovascular Nursing
  • S Mcgaffin + 14 more

Funding Acknowledgements Type of funding sources: None. OnBehalf Our Hearts Our Minds Purpose Can a virtual cardiovascular prevention and rehabilitation programme be as effective as face-to-face programme. Background The Our Hearts Our Minds (OHOM) prevention and rehabilitation programme rapidly transitioned to a virtual platform in the covid era. Here we compare if a virtual programme potentially could offer the same standard of the nursing intervention (education, smoking cessation, medical risk factor management and psychosocial health) as the previous face to face programme Methods Both the initial assessment (IA) and end of programme (EOP) assessments were conducted via telephone/video as per patient preference. The following measures were recorded at both time points (home blood pressure (BP) monitors were provided) Smoking (self report) BP/Heart rate, Lipids/HbA1c (facilitated by phlebotomy hub), cardio protective drugs (doses, adherence), Hospital Anxiety and Depression score, EuroQoL Nursing Intervention Smoking cessation counselling and pharmacotherapy where appropriate Weekly meeting with cardiologist to optimise BP and lipid management and up titration cardio protective drugs Bimonthly virtual coaching consultation for monitoring/goal resetting Bimonthly group video education sessions Results From April to November 2020, of the 432 referrals received 400 were eligible with 377 accepting the offer of an IA (94% response rate). 262 have had an IA with the remaining 115 awaiting an assessment date. Of the completed IA’s 257 were willing to attend the programme (98% uptake). 120 had been offered an end of programme assessment with 114 attending (96% of those offered). The results for the virtual programme were then compared to the same period one year previously when the programme was fully face to face and are outlined in the table below. The comparison of results delivered via remote delivery are remarkably similar to those achieved in the previous year delivered via face to face. Conclusion Initial data has shown that virtual delivery of the nursing component of the OHOM prevention/rehabilitation programme was highly acceptable to patients and was as effective as that of the traditional face to face service. Table 1 below exhibits the clinical and patient-reported outcomes.

  • Research Article
  • Cite Count Icon 29
  • 10.1016/j.jsr.2010.12.003
Falls and fall prevention programmes in developing countries: Environmental scan for the adaptation of the Canadian Falls prevention curriculum for developing countries
  • Nov 10, 2011
  • Journal of safety research
  • Sebastiana Zimba Kalula + 3 more

Falls and fall prevention programmes in developing countries: Environmental scan for the adaptation of the Canadian Falls prevention curriculum for developing countries

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