{"product_id":"developing-a-model-of-psychiatric-visit-non-adherence-von-patricia-alafaireet","title":"Developing a Model of Psychiatric Visit Non-Adherence","description":"\u003cp\u003eNon-adherence to psychiatry undermine improvements to  patient care quality, erode patient well-being, and  prevent the effective use of technology driven  improvements to health care quality.  Psychiatric  visit non-attendance is often perceived as an  intractable problem. Previous research into the issue  of visit non-adherence focus either on specific  patient demographics or on redundant scheduling  methods, neither of  which addresses quality of care  issues or the development of useful tools to decrease  visit non-adherence. This formative study addressed  the issue of visit non-adherence by leveraging  readily available electronic billing and scheduling  system data, as well as data from an EMR, to identify  and analyze a set of determinants of visit non- adherence. Three strategies, statistical analysis,  machine learning\/data mining and model comparison,  were utilized in the analysis. Results from this  multi-phase study provide a parsimonious set of visit  non-adherence determinants and a useful model based  on those determinants capable of supporting the  development of predictive tools suitable for use in  ambulatory health care services delivery.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783843367516\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783843367516","offer_id":39497116549213,"sku":"9783843367516","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/7de5e647-e810-4bb9-b379-c134ea6fcf4f.jpg?v=1768892211","url":"https:\/\/shop.autorenwelt.de\/en\/products\/developing-a-model-of-psychiatric-visit-non-adherence-von-patricia-alafaireet","provider":"Autorenwelt Shop","version":"1.0","type":"link"}