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Rafiq RB, Yount S, Jerousek S, Roth EJ, Cella D, Albert MV, Heinemann AW. Feasibility of PROMIS using computerized adaptive testing during inpatient rehabilitation. J Patient Rep Outcomes 2023; 7:44. [PMID: 37162607 PMCID: PMC10172423 DOI: 10.1186/s41687-023-00567-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 02/21/2023] [Indexed: 05/11/2023] Open
Abstract
BACKGROUND There has been an increased significance on patient-reported outcomes in clinical settings. We aimed to evaluate the feasibility of administering patient-reported outcome measures by computerized adaptive testing (CAT) using a tablet computer with rehabilitation inpatients, assess workload demands on staff, and estimate the extent to which rehabilitation inpatients have elevated T-scores on six Patient Reported Outcomes Measurement Information System® (PROMIS®) measures. METHODS Patients (N = 108) with stroke, spinal cord injury, traumatic brain injury, and other neurological disorders participated in this study. PROMIS computerized adaptive tests (CAT) were administered via a web-based platform. Summary scores were calculated for six measures: Pain Interference, Sleep Disruption, Anxiety, Depression, Illness Impact Positive, and Illness Impact Negative. We calculated the percent of patients with T-scores equivalent to 2 standard deviations or greater above the mean. RESULTS During the first phase, we collected data from 19 of 49 patients; of the remainder, 61% were not available or had cognitive or expressive language impairments. In the second phase of the study, 40 of 59 patients participated to complete the assessment. The mean PROMIS T-scores were in the low 50 s, indicating an average symptom level, but 19-31% of patients had elevated T-scores where the patients needed clinical action. CONCLUSIONS The study demonstrated that PROMIS assessment using a CAT administration during an inpatient rehabilitation setting is feasible with the presence of a research staff member to complete PROMIS assessment.
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Affiliation(s)
- Riyad Bin Rafiq
- Department of Computer Science and Engineering, University of North Texas, Denton, TX, 76201, USA.
| | - Susan Yount
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, USA
| | - Sara Jerousek
- Ann & Robert H. Lurie Children's Hospital, Chicago, USA
| | - Elliot J Roth
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Evanston, USA
| | - David Cella
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Evanston, USA
| | - Mark V Albert
- Department of Computer Science and Engineering, University of North Texas, Denton, TX, 76201, USA
- Department of Biomedical Engineering, University of North Texas, Denton, USA
| | - Allen W Heinemann
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Evanston, USA
- Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, USA
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Wen H, Yang Z, Zhu Z, Han S, Zhang L, Hu Y. Psychometric properties of self-reported measures of health-related quality of life in people living with HIV: a systematic review. Health Qual Life Outcomes 2022; 20:5. [PMID: 35012574 PMCID: PMC8744327 DOI: 10.1186/s12955-021-01910-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 12/14/2021] [Indexed: 01/31/2023] Open
Abstract
Objective To identify and assess the psychometric properties of patient-reported outcome measures (PROMs) of health-related quality of life (HRQoL) in people living with HIV (PLWH). Methods Nine databases were searched from January 1996 to October 2020. Methodological quality was assessed by using the Consensus-based Standards for the Selection of Health Measurement Instruments (COSMIN) Risk of Bias Checklist. We used the COSMIN criteria to summarize and rate the psychometric properties of each PROM. A modified Grading, Recommendations, Assessment, Development, and Evaluation (GRADE) system was used to assess the certainty of evidence. Results Sixty-nine studies reported on the psychometric properties of 30 identified instruments. All studies were considered to have adequate methodological quality in terms of content validity, construct validity, and internal consistency. Limited information was retrieved on cross-cultural validity, criterion validity, reliability, hypothesis testing, and responsiveness. High-quality evidence on psychometric properties was provided for the Medical Outcomes Study HIV Health Survey (MOS-HIV), the brief version of the World Health Organization's Quality of Life Instrument in HIV Infection (WHOQoL-HIV-BREF), 36-Item Short Form Survey (SF-36), Multidimensional Quality of Life Questionnaire for Persons with HIV/AIDS (MQoL-HIV), and WHOQoL-HIV. Conclusions The findings from the included studies highlighted that among HIV-specific and generic HRQoL PROMs, MOS-HIV, WHOQoL-HIV-BREF, SF-36, MQoL-HIV, and WHOQoL-HIV are strongly recommended to evaluate HRQoL in PLWH in research and clinics based on the specific aims of assessments and the response burden for participants. Supplementary Information The online version contains supplementary material available at 10.1186/s12955-021-01910-w.
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Affiliation(s)
- Huan Wen
- Fudan University School of Public Health, Shanghai, China
| | - Zhongfang Yang
- School of Nursing, Fudan University, Shanghai, China.,Fudan University Centre for Evidence-Based Nursing: A Joanna Briggs Institute Centre of Excellence, 305 Fenglin Rd, Shanghai, 200032, China
| | - Zheng Zhu
- School of Nursing, Fudan University, Shanghai, China. .,Fudan University Centre for Evidence-Based Nursing: A Joanna Briggs Institute Centre of Excellence, 305 Fenglin Rd, Shanghai, 200032, China.
| | - Shuyu Han
- Peking University School of Nursing, Beijing, China
| | - Lin Zhang
- Shanghai Public Health Clinical Center, Shanghai, China
| | - Yan Hu
- School of Nursing, Fudan University, Shanghai, China. .,Fudan University Centre for Evidence-Based Nursing: A Joanna Briggs Institute Centre of Excellence, 305 Fenglin Rd, Shanghai, 200032, China.
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Spindler N, Ebel F, Briest S, Wallochny S, Langer S. Quality of Life After Bilateral Risk-Reducing Mastectomy and Simultaneous Reconstruction Using Pre-Pectoral Silicone Implants. Patient Prefer Adherence 2021; 15:741-750. [PMID: 33880017 PMCID: PMC8053496 DOI: 10.2147/ppa.s303208] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 03/13/2021] [Indexed: 01/04/2023] Open
Abstract
PURPOSE Bilateral risk-reducing mastectomy (BRRM) can reduce the risk of developing breast cancer by up to 95% in women with increased exposure. Although survival is increased, mastectomies can adversely affect a patient physically, psychologically, and psychosexually. High health-related quality of life (HRQoL) is often achieved after simultaneous breast reconstruction (BR) following BRRM; however, data on the pre- and postoperative results of HRQoL are lacking. Therefore, we investigated the quality of life, esthetic outcome, and patient well-being after BRRM and simultaneous implant-based BR. PATIENTS AND METHODS Of the 35 patients who underwent skin-sparing or nipple-sparing mastectomy between May 2012 and December 2017 at a university hospital, only 22 completed the evaluation. Baseline data and data on previous operations and operation techniques were retrieved from the patient's charts. BREAST-Q and short form-36 health survey (SF-36) questionnaires were used to evaluate patient satisfaction and HRQoL. RESULTS SF-36 analysis showed a significantly higher score for pain (p=0.043) in our population than in the general female population. Comparing the pre- and postoperative BREAST-Q results, a significant decrease in the physical well-being of the chest (p=0.0179) and a slight improvement in breast satisfaction were observed (p=0.3266). All patients were well-satisfied with the postoperative outcome, reconstruction, and perioperative surgeon care. CONCLUSION Bilateral mastectomy with simultaneous BR using pre-pectoral implants is associated with an HRQoL similar to that of the healthy population. Although bilateral mastectomy may have an immense effect on the psychological, physical, and social aspects, immediate BR preserves the outer appearance and improves self-esteem.
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Affiliation(s)
- Nick Spindler
- Department of Orthopedic Surgery, Traumatology and Plastic Surgery, University Hospital Leipzig, Leipzig, Germany
- Correspondence: Nick Spindler Department of Orthopedic Surgery, Traumatology and Plastic Surgery, University Hospital Leipzig, Liebigstrasse 20, Leipzig, 04103, GermanyTel +49-341-9717140Fax +49-341-9717139 Email
| | - Franziska Ebel
- Department of Orthopedic Surgery, Traumatology and Plastic Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Susanne Briest
- Department of Gynecology, Women’s and Children’s Centre, University Hospital Leipzig, Leipzig, Germany
| | - Sandra Wallochny
- Department of Gynecology, Women’s and Children’s Centre, University Hospital Leipzig, Leipzig, Germany
| | - Stefan Langer
- Department of Orthopedic Surgery, Traumatology and Plastic Surgery, University Hospital Leipzig, Leipzig, Germany
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Satre DD, Anderson AN, Leibowitz AS, Levine-Hall T, Slome S, Flamm J, Hare CB, McNeely J, Weisner CM, Horberg MA, Volberding P, Silverberg MJ. Implementing electronic substance use disorder and depression and anxiety screening and behavioral interventions in primary care clinics serving people with HIV: Protocol for the Promoting Access to Care Engagement (PACE) trial. Contemp Clin Trials 2019; 84:105833. [PMID: 31446142 PMCID: PMC6760257 DOI: 10.1016/j.cct.2019.105833] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 08/15/2019] [Accepted: 08/20/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND Substance use disorders (SUDs) and psychiatric disorders are common among people with HIV (PWH) and lead to poor outcomes. Yet these conditions often go unrecognized and untreated in primary care. METHODS The Promoting Access to Care Engagement (PACE) trial currently in process examines the impact of self-administered electronic screening for SUD risk, depression and anxiety in three large Kaiser Permanente Northern California primary care clinics serving over 5000 PWH. Screening uses validated measures (Tobacco, Alcohol, Prescription medication, and other Substance use [TAPS]; and the Adult Outcomes Questionnaire [AOQ], which includes the Patient Health Questionnaire [PHQ-9] and Generalized Anxiety Disorder [GAD-2]) delivered via three modalities (secure messaging, tablets in waiting rooms, and desktop computers in exam rooms). Results are integrated automatically into the electronic health record. Based on screening results and physician referrals, behavioral health specialists embedded in primary care initiate motivational interviewing- and cognitive behavioral therapy-based brief treatment and link patients to addiction and psychiatry clinics as needed. Analyses examine implementation (screening and treatment rates) and effectiveness (SUD, depression and anxiety symptoms; HIV viral control) outcomes using a stepped-wedge design, with a 12-month intervention phase implemented sequentially in the clinics, and a 24-month usual care period prior to implementation in each clinic functioning as sequential observational phases for comparison. We also evaluate screening and treatment costs and implementation barriers and facilitators. DISCUSSION The study examines innovative, technology-facilitated strategies for improving assessment and treatment in primary care. Results may help to inform substance use, mental health, and HIV services. TRIAL REGISTRATION NCT03217058.
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Affiliation(s)
- Derek D Satre
- Department of Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, 401 Parnassus Avenue, Box 0984, San Francisco, CA 94143, United States of America; Division of Research, Kaiser Permanente Northern California Region, 2000 Broadway, Oakland, CA 94612, United States of America.
| | - Alexandra N Anderson
- Division of Research, Kaiser Permanente Northern California Region, 2000 Broadway, Oakland, CA 94612, United States of America
| | - Amy S Leibowitz
- Division of Research, Kaiser Permanente Northern California Region, 2000 Broadway, Oakland, CA 94612, United States of America
| | - Tory Levine-Hall
- Division of Research, Kaiser Permanente Northern California Region, 2000 Broadway, Oakland, CA 94612, United States of America
| | - Sally Slome
- Kasier Permanente Oakland Medical Center, 3801 Howe St, Oakland, CA 94611, United States of America
| | - Jason Flamm
- Kaiser Permanente Sacramento Medical Center, 2025 Morse Ave, Sacramento, CA 95825, United States of America
| | - C Bradley Hare
- Kaiser Permanente San Francisco Medical Center, 2238 Geary Blvd, San Francisco, CA 94115, United States of America
| | - Jennifer McNeely
- New York University School of Medicine, 550 1st Ave., New York, NY 10016, United States of America
| | - Constance M Weisner
- Department of Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, 401 Parnassus Avenue, Box 0984, San Francisco, CA 94143, United States of America; Division of Research, Kaiser Permanente Northern California Region, 2000 Broadway, Oakland, CA 94612, United States of America
| | - Michael A Horberg
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, 2101 East Jefferson, Rockville, MD 20852, United States of America
| | - Paul Volberding
- AIDS Research Institute, University of California San Francisco, San Francisco, CA, 94158, United States of America
| | - Michael J Silverberg
- Division of Research, Kaiser Permanente Northern California Region, 2000 Broadway, Oakland, CA 94612, United States of America
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Hidalgo-Mazzei D, Reinares M, Mateu A, Nikolova VL, Bonnín CDM, Samalin L, García-Estela A, Pérez-Solá V, Young AH, Strejilevich S, Vieta E, Colom F. OpenSIMPLe: A real-world implementation feasibility study of a smartphone-based psychoeducation programme for bipolar disorder. J Affect Disord 2018; 241:436-445. [PMID: 30145515 DOI: 10.1016/j.jad.2018.08.048] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 07/19/2018] [Accepted: 08/12/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND Few evidence-based mental health apps are widely available to patients and, conversely, many of the available apps have not been appropriately evaluated. Given that the ultimate goal is to scale-up and open internet-based platforms (IBP), it is crucial to appropriately evaluate their real-world feasibility beforehand. We aimed to evaluate the implementation feasibility of a smartphone-based psychoeducational programme for bipolar disorder, exploring its long-term retention, usability, perceived helpfulness and satisfaction, alongside its impact on secondary health outcomes. METHODS Participants were recruited via the project website after completing an online screening questionnaire. They were requested to complete web-based questionnaires before using the app and after 6 months of use which included sociodemographic, illness and treatment variables, the world health organisation-five well-being index (WHO-5) and the short form health survey (SF-36). The follow-up questionnaires also contained satisfaction and usefulness questions. RESULTS 201 participants took part in the study. According to their retention, 66.2% of the participants were classified as noncompleters and 33.8% as completers. The only predictor significantly associated with higher odds of retention was older age (OR = 1.021, p < 0.001). 62% of the users reported they were satisfied with the programme with a higher percentage among completers. Who-5 baseline and follow-up scores showed a significant improvement as well as 6 out of 8 domains of the SF-36. LIMITATIONS Screening and outcome measures were administered using exclusively self-reported online methods. CONCLUSION The 6-month attrition rate of the programme was high. Positive outcomes regarding satisfaction were found predominantly among completers. The optimal dosage and retention of IBP mental health programmes remain challenging issues that need further research.
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Affiliation(s)
- Diego Hidalgo-Mazzei
- Centre for Affective Disorders, Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom; Bipolar Disorder Unit, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain
| | - María Reinares
- Bipolar Disorder Unit, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain
| | - Ainoa Mateu
- Centre for Psychiatry, Division of Brain Sciences, Department of Medicine, Imperial College London, London, United Kingdom
| | - Viktoriya L Nikolova
- Centre for Affective Disorders, Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Caterina Del Mar Bonnín
- Bipolar Disorder Unit, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain
| | - Ludovic Samalin
- Department of Psychiatry, CHU Clermont-Ferrand, University of Auvergne, EA 7280, Clermont-Ferrand, France
| | - Aitana García-Estela
- Mental Health Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques)-Hospital del Mar,CIBERSAM, Barcelona, Catalonia, Spain
| | - Víctor Pérez-Solá
- Mental Health Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques)-Hospital del Mar,CIBERSAM, Barcelona, Catalonia, Spain
| | - Allan H Young
- Centre for Affective Disorders, Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Sergio Strejilevich
- Bipolar Disorder Programme, Neurosciences Institute, Favaloro University, Buenos Aires, Argentina
| | - Eduard Vieta
- Bipolar Disorder Unit, Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain.
| | - Francesc Colom
- Mental Health Group, IMIM (Institut Hospital del Mar d'Investigacions Mèdiques)-Hospital del Mar,CIBERSAM, Barcelona, Catalonia, Spain
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Michel P, Baumstarck K, Ghattas B, Pelletier J, Loundou A, Boucekine M, Auquier P, Boyer L. A Multidimensional Computerized Adaptive Short-Form Quality of Life Questionnaire Developed and Validated for Multiple Sclerosis: The MusiQoL-MCAT. Medicine (Baltimore) 2016; 95:e3068. [PMID: 27057832 PMCID: PMC4998748 DOI: 10.1097/md.0000000000003068] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
The aim was to develop a multidimensional computerized adaptive short-form questionnaire, the MusiQoL-MCAT, from a fixed-length QoL questionnaire for multiple sclerosis.A total of 1992 patients were enrolled in this international cross-sectional study. The development of the MusiQoL-MCAT was based on the assessment of between-items MIRT model fit followed by real-data simulations. The MCAT algorithm was based on Bayesian maximum a posteriori estimation of latent traits and Kullback-Leibler information item selection. We examined several simulations based on a fixed number of items. Accuracy was assessed using correlations (r) between initial IRT scores and MCAT scores. Precision was assessed using the standard error measurement (SEM) and the root mean square error (RMSE).The multidimensional graded response model was used to estimate item parameters and IRT scores. Among the MCAT simulations, the 16-item version of the MusiQoL-MCAT was selected because the accuracy and precision became stable with 16 items with satisfactory levels (r ≥ 0.9, SEM ≤ 0.55, and RMSE ≤ 0.3). External validity of the MusiQoL-MCAT was satisfactory.The MusiQoL-MCAT presents satisfactory properties and can individually tailor QoL assessment to each patient, making it less burdensome to patients and better adapted for use in clinical practice.
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Affiliation(s)
- Pierre Michel
- From the Aix-Marseille University, EA 3279 - Public Health, Chronic Diseases and Quality of Life - Research Unit (PM, KB, BG, AL, MB, PA, LB); Aix-Marseille University - I2 M UMR 7373 - Mathematics Institute of Marseille (PM, BG); and Departments of Neurology and CRMBM CNRS6612, La Timone University Hospital, APHM, Marseille, France (JP)
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Yang D, Wang J, Ni D, Liu J, Wang X. Reliability and validity of the Chinese version of the questionnaire of olfactory disorders (QOD) when used with patients having olfactory dysfunction. Eur Arch Otorhinolaryngol 2016; 273:3255-61. [PMID: 26724948 DOI: 10.1007/s00405-015-3869-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 12/17/2015] [Indexed: 11/25/2022]
Abstract
To cross-culturally adapt the Questionnaire of olfactory disorders (QOD) into a Chinese version, and then evaluate its reliability and validity for testing patients with olfactory dysfunction. A Chinese version of the QOD was evaluated for test-retest reliability, split-half reliability, and internal consistency. The validity analysis included components of content validity and criterion-related validity, as well as comparisons between The Medical Outcomes Study's36-Item ShortForm Health Survey(SF-36)questionnaire and the WHO Quality of Life-BREF (WHOQOL-BREF)questionnaire. A total of 125 patients with olfactory dysfunction were tested, and 104 patients completed three different surveys (QOD, SF-36, and WHOQOL-BREF). The test-retest reliabilities of the QOD-Parosmia statements (QOD-P), QOD-Quality of life (QOD-QoL), and QOD-Visual simulation (QOD-VAS)sections were 0.802 (P < 0.001), 0.797 (P < 0.001), and 0.468 (P < 0.001), respectively, and the Cronbach's α coefficients of internal consistency were 0.473, 0.814, and 0.882, respectively. The split-half reliability was 0.70. No correlation was found between the QOD-P section and the SF-36; however, there were statistically significant correlations between the QOD-QoL andQOD-VAS sections and the SF-36. The same results were observed for correlations between the QOD and WHOQOL-BREF. The Chinese version of the QOD was proven to be a generally reliable and valid questionnaire for use in evaluating mainland Chinese patients suspected of having olfactory dysfunction. However, the QOD-P section requires further modifications to properly evaluate patients with a Chinese cultural background and type of cognition.
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Affiliation(s)
- DaHai Yang
- Department of Otorhinolaryngology, Peiking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peiking Union Medical College, No. 1 ShuaiFuYuan, DongCheng District, Beijing, 100730, China
| | - Jian Wang
- Department of Otorhinolaryngology, Peiking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peiking Union Medical College, No. 1 ShuaiFuYuan, DongCheng District, Beijing, 100730, China.
| | - DaoFeng Ni
- Department of Otorhinolaryngology, Peiking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peiking Union Medical College, No. 1 ShuaiFuYuan, DongCheng District, Beijing, 100730, China
| | - JianFeng Liu
- Department of Otorhinolaryngology, China-Japan Friendship Hospital, No. 2, Yinghua Dongjie, Hepingli, Beijing, 100029, China
| | - Xin Wang
- Department of Otorhinolaryngology, Peiking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peiking Union Medical College, No. 1 ShuaiFuYuan, DongCheng District, Beijing, 100730, China
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Kraatz M, Sears LE, Coberley CR, Pope JE. Adaptive Measurement of Well-Being: Maximizing Efficiency and Optimizing User Experience during Individual Assessment. Popul Health Manag 2015; 19:284-90. [PMID: 26674396 PMCID: PMC4965702 DOI: 10.1089/pop.2015.0101] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Well-being is linked to important societal factors such as health care costs and productivity and has experienced a surge in development activity of both theories and measurement. This study builds on validation of the Well-Being 5 survey and for the first time applies Item Response Theory, a modern and flexible measurement paradigm, to form the basis of adaptive population well-being measurement. Adaptive testing allows survey questions to be administered selectively, thereby reducing the number of questions required of the participant. After the graded response model was fit to a sample of size N = 12,035, theta scores were estimated based on both the full-item bank and a simulation of Computerized Adaptive Testing (CAT). Comparisons of these 2 sets of score estimates with each other and of their correlations with external outcomes of job performance, absenteeism, and hospital admissions demonstrate that the CAT well-being scores maintain accuracy and validity. The simulation indicates that the average survey taker can expect a reduction in number of items administered during the CAT process of almost 50%. An increase in efficiency of this extent is of considerable value because of the time savings during the administration of the survey and the potential improvement of user experience, which in turn can help secure the success of a total population-based well-being improvement program. (Population Health Management 2016;19:284–290)
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Affiliation(s)
- Miriam Kraatz
- 1 Healthways, Inc., Center for Health Research , Franklin, Tennessee
| | - Lindsay E Sears
- 1 Healthways, Inc., Center for Health Research , Franklin, Tennessee
| | - Carter R Coberley
- 1 Healthways, Inc., Center for Health Research , Franklin, Tennessee
| | - James E Pope
- 1 Healthways, Inc., Center for Health Research , Franklin, Tennessee
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Wong AWK, Heinemann AW, Miskovic A, Semik P, Snyder TM. Feasibility of computerized adaptive testing for collection of patient-reported outcomes after inpatient rehabilitation. Arch Phys Med Rehabil 2014; 95:882-91. [PMID: 24440363 DOI: 10.1016/j.apmr.2013.12.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2013] [Revised: 12/23/2013] [Accepted: 12/31/2013] [Indexed: 10/25/2022]
Abstract
OBJECTIVE To evaluate the feasibility of computer adaptive testing (CAT) using an Internet or telephone interface to collect patient-reported outcomes after inpatient rehabilitation and to examine patient characteristics associated with completion of the CAT-administered measure and mode of administration. DESIGN Prospective cohort study of patients contacted approximately 4 weeks after discharge from inpatient rehabilitation. Patients selected an Internet or telephone interface. SETTING Rehabilitation hospital. PARTICIPANTS Patients (N=674) with diagnoses of neurologic, orthopedic, or medically complex conditions. INTERVENTIONS None. MAIN OUTCOME MEASURE CAT version of the Community Participation Indicators (CAT-CPI). RESULTS From an eligible pool of 3221 patients, 674 (21%) agreed to complete the CAT-CPI. Patients who agreed to complete the CAT-CPI were younger and reported slightly higher satisfaction with overall care than those who did not participate. Among these patients, 231 (34%) actually completed the CAT-CPI; 141 (61%) selected telephone administration, and 90 (39%) selected Internet administration. Decreased odds of completing the CAT-CPI were associated with black and other race; stroke, brain injury, or orthopedic and other impairments; and being a Medicaid beneficiary, whereas increased odds of completing the CAT-CPI were associated with longer length of stay and higher discharge FIM cognition measure. Decreased odds of choosing Internet administration were associated with younger age, retirement status, and being a woman, whereas increased odds of choosing Internet administration were associated with higher discharge FIM motor measure. CONCLUSIONS CAT administration by Internet and telephone has limited feasibility for collecting postrehabilitation outcomes for most rehabilitation patients, but it is feasible for a subset of patients. Providing alternative ways of answering questions helps assure that a larger proportion of patients will respond.
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Affiliation(s)
- Alex W K Wong
- Center for Healthcare Studies, Northwestern University Feinberg School of Medicine, Chicago, IL; Center for Rehabilitation Outcomes Research, Rehabilitation Institute of Chicago, Chicago, IL.
| | - Allen W Heinemann
- Center for Rehabilitation Outcomes Research, Rehabilitation Institute of Chicago, Chicago, IL; Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Ana Miskovic
- Center for Rehabilitation Outcomes Research, Rehabilitation Institute of Chicago, Chicago, IL
| | - Patrick Semik
- Center for Rehabilitation Outcomes Research, Rehabilitation Institute of Chicago, Chicago, IL
| | - Thomas M Snyder
- Department of Outcome Measurement Systems and Analysis, Rehabilitation Institute of Chicago, Chicago, IL
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Integrative medicine outcomes: What should we measure? Complement Ther Clin Pract 2013; 19:20-6. [DOI: 10.1016/j.ctcp.2012.10.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2012] [Revised: 10/01/2012] [Accepted: 10/10/2012] [Indexed: 01/09/2023]
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