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Adaptive Modeling of Monthly Depression Levels in Terms of Daily Assessments of Opioid Medications Taken and Pain Levels for Cancer Patients
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作者 George J. Knafl Ryan Quinn +1 位作者 Andrew Robinson Salimah H. Meghani 《Open Journal of Statistics》 2024年第5期492-517,共26页
A research study collected intensive longitudinal data from cancer patients on a daily basis as well as non-intensive longitudinal survey data on a monthly basis. Although the daily data need separate analysis, those ... A research study collected intensive longitudinal data from cancer patients on a daily basis as well as non-intensive longitudinal survey data on a monthly basis. Although the daily data need separate analysis, those data can also be utilized to generate predictors of monthly outcomes. Alternatives for generating daily data predictors of monthly outcomes are addressed in this work. Analyses are reported of depression measured by the Patient Health Questionnaire 8 as the monthly survey outcome. Daily measures include numbers of opioid medications taken, numbers of pain flares, least pain levels, and worst pain levels. Predictors are averages of recent non-missing values for each daily measure recorded on or prior to survey dates for depression values. Weights for recent non-missing values are based on days between measurement of a recent value and a survey date. Five alternative averages are considered: averages with unit weights, averages with reciprocal weights, weighted averages with reciprocal weights, averages with exponential weights, and weighted averages with exponential weights. Adaptive regression methods based on likelihood cross-validation (LCV) scores are used to generate fractional polynomial models for possible nonlinear dependence of depression on each average. For all four daily measures, the best LCV score over averages of all types is generated using the average of recent non-missing values with reciprocal weights. Generated models are nonlinear and monotonic. Results indicate that an appropriate choice would be to assume three recent non-missing values and use the average with reciprocal weights of the first three recent non-missing values. 展开更多
关键词 Adaptive Regression Cancer Depression Intensive Longitudinal Data Factional Polynomials Opioid Medications pain levels
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Effect of gastrointestinal endoscopy center care on the psychological state and pain level of colorectal cancer patients
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作者 Yu-Hong Dai Shi Lang Zhuo-Ma Yu-Hua Luo 《World Journal of Gastrointestinal Oncology》 2025年第6期286-293,共8页
BACKGROUND Colorectal cancer(CRC)has become the third leading cancer with the third highest occurrence rate and the second highest death ratio globally.Its incidence and mortality rates have been increasing annually i... BACKGROUND Colorectal cancer(CRC)has become the third leading cancer with the third highest occurrence rate and the second highest death ratio globally.Its incidence and mortality rates have been increasing annually in recent years,posing a serious threat to global public health.Digestive endoscopy technology can not only be used for the diagnosis of CRC,but it can also be used in determining the depth of infiltration in early CRC.There are significant deficiencies in care measures in this area.METHODS A total of 120 CRC patients were randomly and equally divided into a control group and an observation group.The patients in the control group received basic routine nursing care,and the patients in the observation group received sys-tematic digestive endoscopy center nursing care.The patients'compliance and nursing satisfaction were observed and recorded,as well as the Self-Rating Anxiety Scale(SAS),Self-Rating Depression Scale(SDS)and Visual Analogue Scale(VAS)scores.RESULTS After care,the SAS and SDS scale scores of patients in both groups significantly decreased compared to before care(P<0.05).The VAS scale scores significantly increased for each group compared to before examination(P<0.05).The SAS,SDS and VAS scale scores of the observation group were significantly lower than those of the control group after nursing care(P<0.05),and compliance and satisfaction of nursing care were significantly higher than those of the control group(P<0.05).CONCLUSION Digestive endoscopy center nursing can effectively intervene in and improve the psychological state and pain level of CRC patients,suggesting it is a valuable approach to adopt in the clinic. 展开更多
关键词 Gastrointestinal endoscopy center care Psychological state pain level Colorectal cancer Patients CARE
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Level of Labor Pain, Level of Labor Pain Behaviors, and Cultural Pain Behaviors among First-Time Indonesian Muslim Mothers
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作者 Desmawati +1 位作者 Waraporn Kongsuwan Warangkana Chatchawet 《Open Journal of Obstetrics and Gynecology》 2021年第1期27-39,共13页
<strong>Background:</strong><span><span><span style="font-family:""><span style="font-family:Verdana;"> Many factors influence the expressions of pain in pr... <strong>Background:</strong><span><span><span style="font-family:""><span style="font-family:Verdana;"> Many factors influence the expressions of pain in primiparous women aside from contractions of the uterus. </span><b><span style="font-family:Verdana;">Objective:</span></b><span style="font-family:Verdana;"> This study aimed to describe the level labor pain, level of labor pain behaviors based on cultural pain behaviors at 3 - 4 cm of cervical dilation or the beginning of the active phase of labor among primiparous Muslim women in Indonesia. </span><b><span style="font-family:Verdana;">Methods:</span></b><span style="font-family:Verdana;"> This was a study with 42 primiparous Muslim women who gave birth in the labor room at Bhinneka Bhakti Husada Hospital and Community Health Center Pamulang, Indonesia from June until January 2017. The women were asked to describe on a 100 mm Visual Analogue Scale the intensity of level of labor pain in their abdomen during the last contractions at 3 - 4 cm of cervical dilation, and Pain Behaviors Observation Scale to observe pain behaviors. Descriptive statistics were used to analyze the data. </span><b><span style="font-family:Verdana;">Results:</span></b><span style="font-family:Verdana;"> The findings showed that the mean score of level of labor pain at 3 - 4 cm of cervical dilation was 86.38 (SD = 4.47) and most participants experienced high level of labor pain (97.6%). The expression of cultural labor pain behaviors including saying praises to Allah, </span><i><span style="font-family:Verdana;">Asma</span></i><span style="font-family:Verdana;">’</span><i><span style="font-family:Verdana;">aul husna</span></i><span style="font-family:Verdana;">, reciting the Qur’an, </span><i><span style="font-family:Verdana;">sholawat</span></i><span style="font-family:Verdana;">.</span></span></span></span> 展开更多
关键词 Level of Labor pain pain Behaviors Cultural pain Behaviors PRIMIPAROUS
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Effect of Pain Nursing on Pain Degree and Sleep Quality in Patients with Ankylosing Spondylitis
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作者 HAN Shuangshuang 《外文科技期刊数据库(文摘版)医药卫生》 2021年第9期014-016,共5页
Objective: to carry out analgesic nursing intervention on patients with ankylosing spondylitis and analyze its influence on sleep quality and pain degree. Methods: 86 patients with ankylosing spondylitis were randomly... Objective: to carry out analgesic nursing intervention on patients with ankylosing spondylitis and analyze its influence on sleep quality and pain degree. Methods: 86 patients with ankylosing spondylitis were randomly selected and classified by mean method. The effects of pain nursing on pain index and sleep quality in patients with ankylosing spondylitis were compared. Results: the degree of pain in the study group was lower than that in the control group, but the sleep quality was better than that in the control group. The nursing satisfaction was 93.02%, which was much higher than 69.77% in the control group. The p value was less than 0.05. The data comparison difference was statistically significant. Conclusion: pain nursing intervention in patients with ankylosing spondylitis can not only significantly improve the nursing satisfaction of patients, but also effectively improve the sleep quality of patients and reduce the degree of pain caused by the disease. The nursing effect is obvious and worthy of research and promotion. 展开更多
关键词 pain nursing ankylosing spondylitis pain level and sleep quality nursing effect
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The Clinical Application Value of Bundled Nursing Care in Postoperative Recovery of Lung Cancer Patients
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作者 Cuifang Liu Yaqian Li +3 位作者 Kun Wang Pei Liu Hongyu Liang Xiaoxue Huang 《Journal of Clinical and Nursing Research》 2025年第4期183-189,共7页
Objective:To investigate the clinical application value of bundled nursing care in postoperative recovery of lung cancer patients.Methods:Eighty lung cancer patients who underwent surgical treatment from October 2022 ... Objective:To investigate the clinical application value of bundled nursing care in postoperative recovery of lung cancer patients.Methods:Eighty lung cancer patients who underwent surgical treatment from October 2022 to May 2024 were selected as the study subjects.Their clinical data were retrospectively analyzed and grouped by nursing methods.The bundled nursing care group(n=40)received bundled nursing care,while the conventional nursing care group(n=40)received routine nursing care.Lung function,immune function,complication rate,pain level,exercise tolerance,and quality of life were compared between the two groups.Results:Before nursing,there were no statistically significant differences in lung function,immune function,pain level,exercise tolerance,and quality of life between the bundled nursing care group and the conventional nursing care group(P>0.05).After nursing,both groups showed improvement in lung function,immune function,pain level,exercise tolerance,and quality of life,but the bundled nursing care group had better results and a lower complication rate,with statistical significance(P<0.05).Conclusion:The bundled nursing care has a higher clinical application value in postoperative recovery of lung cancer patients and is worthy of widespread clinical use. 展开更多
关键词 Bundled nursing care Lung cancer Lung function Immune function pain level Exercise tolerance
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