Benjamin D Schalet, Michael A Kallen, Laura M Perry, Sofia F Garcia, David Cella
{"title":"将cat和物项库投入工作:如何构建用于门诊肿瘤学的预测性和敏感性的PROMIS筛选器。","authors":"Benjamin D Schalet, Michael A Kallen, Laura M Perry, Sofia F Garcia, David Cella","doi":"10.1007/s11136-025-04015-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Incorporating PROMs into routine clinical care comes with numerous challenges, including pressure to move patients through office visits with brief, efficient assessments. The purpose of our study was to select and evaluate very short PROMIS screeners with full-bank simulations and predictive accuracy analysis.</p><p><strong>Methods: </strong>We identified candidate pairs of items for PROMIS Anxiety, Depression, Pain Interference, Fatigue, and Physical Function, on the basis of frequently selected CAT items at both normal and clinical thresholds. We then simulated full-bank responses for 10,000 patients with a T-score mean of 50 in Fatigue, Depression, Pain Interference, and Anxiety, but 45 for Physical Function. We scored candidate 2-item short-form pairs, but also evaluated a 1-item screener and a 4-item fixed CAT for comparison purposes. Clinical thresholds were set at 1 SD in the direction of worse health; diagnostic values were computed based on agreement with full-bank T-scores. We aimed for sensitivity and positive predictive values (PPV) above 0.80, considering also diversity and redundancy of content.</p><p><strong>Results: </strong>Average sensitivity of our chosen 2-item pairs across the five domains was 0.84 (range 0.80-0.89), while the average PPV was 0.82 (0.80-0.85). While the 1-item screeners for Anxiety and Depression performed poorly, they met or approached our criteria for Pain Interference, Fatigue and Physical Function.</p><p><strong>Conclusion: </strong>Five 2-item customized PROMIS forms are available for use in routine clinical care, such as distress screening in oncology. Our study provides a useful complement to psychometric criteria, helping to minimize misclassification of patients in need during screening.</p>","PeriodicalId":20748,"journal":{"name":"Quality of Life Research","volume":" ","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Putting CATs and item banks to work: How to construct predictive and sensitive PROMIS screeners for use in ambulatory oncology.\",\"authors\":\"Benjamin D Schalet, Michael A Kallen, Laura M Perry, Sofia F Garcia, David Cella\",\"doi\":\"10.1007/s11136-025-04015-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Incorporating PROMs into routine clinical care comes with numerous challenges, including pressure to move patients through office visits with brief, efficient assessments. The purpose of our study was to select and evaluate very short PROMIS screeners with full-bank simulations and predictive accuracy analysis.</p><p><strong>Methods: </strong>We identified candidate pairs of items for PROMIS Anxiety, Depression, Pain Interference, Fatigue, and Physical Function, on the basis of frequently selected CAT items at both normal and clinical thresholds. We then simulated full-bank responses for 10,000 patients with a T-score mean of 50 in Fatigue, Depression, Pain Interference, and Anxiety, but 45 for Physical Function. We scored candidate 2-item short-form pairs, but also evaluated a 1-item screener and a 4-item fixed CAT for comparison purposes. Clinical thresholds were set at 1 SD in the direction of worse health; diagnostic values were computed based on agreement with full-bank T-scores. We aimed for sensitivity and positive predictive values (PPV) above 0.80, considering also diversity and redundancy of content.</p><p><strong>Results: </strong>Average sensitivity of our chosen 2-item pairs across the five domains was 0.84 (range 0.80-0.89), while the average PPV was 0.82 (0.80-0.85). While the 1-item screeners for Anxiety and Depression performed poorly, they met or approached our criteria for Pain Interference, Fatigue and Physical Function.</p><p><strong>Conclusion: </strong>Five 2-item customized PROMIS forms are available for use in routine clinical care, such as distress screening in oncology. Our study provides a useful complement to psychometric criteria, helping to minimize misclassification of patients in need during screening.</p>\",\"PeriodicalId\":20748,\"journal\":{\"name\":\"Quality of Life Research\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-07-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Quality of Life Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s11136-025-04015-9\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Quality of Life Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s11136-025-04015-9","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
Putting CATs and item banks to work: How to construct predictive and sensitive PROMIS screeners for use in ambulatory oncology.
Purpose: Incorporating PROMs into routine clinical care comes with numerous challenges, including pressure to move patients through office visits with brief, efficient assessments. The purpose of our study was to select and evaluate very short PROMIS screeners with full-bank simulations and predictive accuracy analysis.
Methods: We identified candidate pairs of items for PROMIS Anxiety, Depression, Pain Interference, Fatigue, and Physical Function, on the basis of frequently selected CAT items at both normal and clinical thresholds. We then simulated full-bank responses for 10,000 patients with a T-score mean of 50 in Fatigue, Depression, Pain Interference, and Anxiety, but 45 for Physical Function. We scored candidate 2-item short-form pairs, but also evaluated a 1-item screener and a 4-item fixed CAT for comparison purposes. Clinical thresholds were set at 1 SD in the direction of worse health; diagnostic values were computed based on agreement with full-bank T-scores. We aimed for sensitivity and positive predictive values (PPV) above 0.80, considering also diversity and redundancy of content.
Results: Average sensitivity of our chosen 2-item pairs across the five domains was 0.84 (range 0.80-0.89), while the average PPV was 0.82 (0.80-0.85). While the 1-item screeners for Anxiety and Depression performed poorly, they met or approached our criteria for Pain Interference, Fatigue and Physical Function.
Conclusion: Five 2-item customized PROMIS forms are available for use in routine clinical care, such as distress screening in oncology. Our study provides a useful complement to psychometric criteria, helping to minimize misclassification of patients in need during screening.
期刊介绍:
Quality of Life Research is an international, multidisciplinary journal devoted to the rapid communication of original research, theoretical articles and methodological reports related to the field of quality of life, in all the health sciences. The journal also offers editorials, literature, book and software reviews, correspondence and abstracts of conferences.
Quality of life has become a prominent issue in biometry, philosophy, social science, clinical medicine, health services and outcomes research. The journal''s scope reflects the wide application of quality of life assessment and research in the biological and social sciences. All original work is subject to peer review for originality, scientific quality and relevance to a broad readership.
This is an official journal of the International Society of Quality of Life Research.