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Beyond the standard: Rethinking Likert scale use in measuring patient satisfaction at public health center in Indonesia.

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TL;DR

This study developed a regression model to convert four-point Likert scale patient satisfaction scores into seven-point equivalents, revealing that the latter yields higher scores and better measurement accuracy, with a strong correlation (r=0.7573) and explaining 57.3% of variance, thereby enhancing assessment precision and policy evaluation.

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Patient satisfaction surveys in Indonesian public health centers use a four-point Likert scale mandated by the Regulation of the Minister of State Apparatus Empowerment and Bureaucratic Reform (PERMENPAN-RB), which may restrict sensitivity and accuracy. Internationally, broader Likert scales commonly five or seven-point-are widely used to obtain more nuanced responses and have been shown to improve reliability, validity, and cross-cultural comparability of patient-reported outcomes. Aligning Indonesian practices with these standards enhances measurement precision and facilitates benchmarking against global indicators. Accurate measurement of patient satisfaction is critical for benchmarking health service quality worldwide. This study aimed to develop a predictive model that generates scores on a seven-point Likert scale based on responses originally measured using a four-point format. This cross-sectional study surveyed 200 outpatients from 2 Public Health Centers (Puskesmas) in Padang City, measuring satisfaction with four- and seven-point Likert scales simultaneously. Regression analysis developed a predictive model converting four-point scores into seven-point equivalents. The seven-point scale produced higher satisfaction and performance scores. A strong correlation (r = 0.7573) and significant regression model (p = 0.0001) were found, with Y = 33.96 + 0.656X, explaining 57.3% of the variance. The seven-point scale provides a more accurate measure of patient satisfaction. The regression model enables conversion of existing four-point data, supporting more precise assessment of patient satisfaction and service quality, and informing evaluation and policy decisions.

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Managerial attitude to the implementation of quality management systems in Lithuanian support treatment and nursing hospitals
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Evaluation of the Patient Satisfaction Performance of Emergency Medicine Resident Physicians in a Large Urban Academic Emergency Department
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從「透過運動表達自我」理論分析運動參與和觀賞之關係
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本研究企圖透過運動可以表達自我的理論,驗證「運動參與」和「運動觀賞」的正向關係。但考量運動參與動機,以身體健康和爲了身材爲主要動機的人比其他動機者,觀賞運動的態度較不積極。研究方法採用問卷調查,詢問受訪者覺得在日常生活中週遭的好朋友認爲從事/觀賞運動是否是一項重要的、有意義、有價值的活動,及是否喜歡從事/觀賞運動(採「不太同意」到「非常同意」Likert七點尺度)。從事/觀賞運動行爲面,詢問受訪者觀察到週遭的好朋友多常從事運動/觀賞運動(從「幾乎沒有」到「每天」七點順序尺度)。另外,詢問受訪者覺得週遭的好朋友從事運動最主要的理由爲何。研究對象爲大學在校學生,以便利抽樣方式發放問卷,回收有效問卷277份。量表信度Cronbach's Alphas在0.92和0.94之間。Pearson相關係數分析顯示:運動參與態度與運動觀賞態度顯著正相關,假設獲得支持。單因子變異數分析結果顯示:參與運動主要動機爲身體健康和爲了身材的人比參與運動動機爲了興趣、爲了跟別人接觸、爲了贏得勝利的人,觀賞運動的態度顯著較不積極,假設獲得支持。

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The importance of patient satisfaction has continued to grow such that patient satisfaction is now viewed as a vital component of health-care delivery. This is evidenced by the expanding body of research in the area and the use of measures of patient satisfaction as indicators of health-care quality. The value of patient satisfaction is particularly apparent in the setting of chronic disease where medical care utilization is high, compliance with therapy is critical and the patient-provider relationship is often long-term. Although several validated tools exist to quantify general measures of patient satisfaction, there is a recognized need for disease-specific instruments. Not only are there issues that are unique to haemophilia, but many patients receive care via a specialized comprehensive clinic model. The authors were unaware of an instrument that could adequately address patient satisfaction issues specific to haemophilia; thus, they undertook to develop one. The patient satisfaction survey presented here contains fixed-choice, Likert-scale and open-ended questions adapted from previously validated questionnaires. Assessment of face validity and internal consistency indicate that the survey is measuring one underlying construct - patient satisfaction. Information acquired through this survey will provide a quantitative assessment of patient satisfaction within a clinic population of persons with bleeding disorders and could be used to guide decisions regarding provision of health-care services.

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