Cancer is a leading cause of death worldwide, with breast cancer being the most common (2.26 million new cases and 685,000 deaths). In Saudi Arabia, breast cancer ranked the first among females in 2014, accounting for...Cancer is a leading cause of death worldwide, with breast cancer being the most common (2.26 million new cases and 685,000 deaths). In Saudi Arabia, breast cancer ranked the first among females in 2014, accounting for 15.9% of all cancers reported among Saudi nationals and 28.7% of all cancers reported among females of all ages. Early detection of breast cancer could decrease the risks, have a better prognosis, and have better outcomes/more successful treatments. Prevalence of breast cancer reached more than 25% of all diagnosed cancer in the kingdom among women. Aim: This study aims to assess the knowledge and performance of women attending primary care centers about breast self-examination and mammogram screening for prevention and early detection of breast cancer in Abha city primary healthcare centers, Kingdom of Saudi Arabia. Research Method: cross sectional design was conducted by using questionnaire, which was distributed to primary care center nurses. The collected data was statistically analyzed using the Statistical Package for Social Sciences, version 25. Results: The study found that participants had poor awareness and knowledge about breast self-examination, risk factors for breast cancer, and trends and practices in early diagnosis of breast cancer. Conclusion and Recommendations: It recommends increasing awareness campaigns and providing educational programs to improve knowledge and practices.展开更多
OBJECTIVE: To evaluate the development of health outcomes assessment instruments in Chinese medicine. METHODS: A comprehensive literature search for all published articles in China National Knowledge Infrastructure ...OBJECTIVE: To evaluate the development of health outcomes assessment instruments in Chinese medicine. METHODS: A comprehensive literature search for all published articles in China National Knowledge Infrastructure Database, Chongqing VIP Database and WANFANG Data was conducted. The studies that met the inclusion and exclusion criteria were used to extract information according to a predesigned assessment instrument. RESULTS: A total of 97 instruments for health outcome assessment in Chinese medicine were identified. Of these questionnaires, 7 were generic, 12 were condition-specific and 78 were disease-specific. All instruments were suitable for adults, children, and both men and women. These instruments aimed to evaluate the health-related quality of life, signs and symptoms as well as patient satisfaction and doctor-reported outcome. However, the descriptions were poorly constructed for some of the most basic parameters, such as the domains and items, administrative mode, response options, memory recall periods, burden evaluation, format, copyright, content validity, and other properties. CONCLUSION: The instrument development for health outcomes assessment in Chinese medicine is increasing rapidly; however, there are many limitations in current methodologies and standards, and further studies are needed.展开更多
OBJECTIVE: To evaluate the application of health assessment instruments in Chinese medicine. METHODS: According to a pre-defined search strategy, a comprehensive literature search for all articles published in China...OBJECTIVE: To evaluate the application of health assessment instruments in Chinese medicine. METHODS: According to a pre-defined search strategy, a comprehensive literature search for all articles published in China National Knowledge Infrastructure databases was conducted. The resulting articles that met the defined inclusion and exclusion criteria were used for analysis. RESULTS: A total of 97 instruments for health outcome assessment in Chinese medicine have been used in fundamental and theoretical research, and 14 of these were also used in 29 clinical trials that were randomized controlled trials, or descriptive or cross-sectional studies. In 2 152 Chinese medicine-based studies that used instruments in their methodology, more than 150 questionnaires were identified. Among the identified questionnaires, 51 were used in more than 10 articles (0.5%). Most of these instruments were developed in Western countries and few studies (4%) used the instrument as the primary evidence for their conclusions. CONCLUSION: Usage of instruments for health outcome assessment in Chinese medicine is increasing rapidly; however, current limitations include selection rationale, result interpretation and standardization, which must be addressed accordingly.展开更多
AIM: To determine rates of hepatitis C (HCV) risk factor ascertainment, testing, and referral in urban primary care practices, with particular attention to the effect of race and ethnicity. METHODS: Retrospective char...AIM: To determine rates of hepatitis C (HCV) risk factor ascertainment, testing, and referral in urban primary care practices, with particular attention to the effect of race and ethnicity. METHODS: Retrospective chart review from four primary care sites in Philadelphia; two academic primary care practices and two community clinics was performed. Demographics, HCV risk factors, and other risk exposure information were collected. RESULTS: Four thousand four hundred and seven charts were reviewed. Providers documented histories of injection drug use (IDU) and transfusion for less than 20% and 5% of patients, respectively. Only 55% of patients who admitted IDU were tested for HCV. Overall, minorities were more likely to have information regarding a risk factor documented than their white counterparts (79% vs 68%, P < 0.0001). Hispanics were less likely to have a risk factor history documented, compared to blacks and whites (P < 0.0001). Overall, minorities were less likely to be tested for HCV than whites in the presence of a known risk factor (23% vs 35%, P = 0.004). Among patients without documentation of risk factors, blacks and Hispanics were more likely to be tested than whites (20% and 24%, vs 13%, P < 0.005, respectively). CONCLUSION: (1) Documentation of an HCV risk factor history in urban primary care is uncommon, (2)Racial differences exist with respect to HCV risk factor ascertainment and testing, (3) Minority patients, positive for HCV, are less likely to be referred for subspecialty care and treatment. Overall, minorities are less likely to be tested for HCV than whites in the presence of a known risk factor.展开更多
Objective: This study aims at assessing maternal and child care provided from prenatal to birth, so that it can reveal the weaknesses and potentialities of prenatal program in order to guide the development of strateg...Objective: This study aims at assessing maternal and child care provided from prenatal to birth, so that it can reveal the weaknesses and potentialities of prenatal program in order to guide the development of strategic plans. Methods: This is an exploratory descriptive study with a quantitative approach, conducted in the city of Santa Cruz, state of Rio Grande do Norte, Brazil, from November 2012 to February 2013. The sample consisted of 200 women, chosen by draw, mothers of children under two years old who had attended the Primary Health Care System. The study used a semi-structured questionnaire used by the Ministry of Health. Our research project was approved by the Research Ethics Committee of the Federal University of Rio Grande do Norte, under the approval No. 311.613. Results: It was found that most mothers were rated from good to very good in the quality of care during prenatal and birth. As to the performance of prenatal and birth care services, most women performed those services under the municipality’s Public Health System, and the prenatal care primarily under Basic Health Care Units. Conclusion: In this assessment study, indicators regarding maternal and child care provided during the prenatal period were found to be positive, which contributes to the reduction of maternal and child mortality. The study also shows that Primary Health Care is essential to ensuring an effective, humane and comprehensive health care.展开更多
This meta-synthesis presents the results of qualitative studies on puerperal perception concerning woman’s care in the post-partum period. Four databases were researched using keywords such as “postnatal care” (or)...This meta-synthesis presents the results of qualitative studies on puerperal perception concerning woman’s care in the post-partum period. Four databases were researched using keywords such as “postnatal care” (or) “postpartum period”, (and) “care”, “women”, “perception”, “qualitative research”, “women’s health services”, “community health services”, “allied health personnel”, “primary health care”, resulting in 9 articles for analysis. Six themes were identified: interpersonal relationship, information, communication, attending the necessities, service organization and other supports. Results report mainly on the unsatisfactory professional care for women, appreciating the form of dealing with promptness and the timing to be attended;trust;content, coherence and the way to inform;clarification of doubts;friendly conversation and clinical assistance. The professional workload was restricted on postpartum period care quality. There were gaps found in clinical practice and in dialogical communication and information on women’s health necessities.展开更多
Background: Acquisition of family medical history (FMH) is emphasized as a part of obtaining a complete medical history, but whether FMH is consistently documented and utilized in primary care, as well as how it can a...Background: Acquisition of family medical history (FMH) is emphasized as a part of obtaining a complete medical history, but whether FMH is consistently documented and utilized in primary care, as well as how it can affect patient care in this context, remains unclear. Thus, the objectives of this study were to determine: 1) if FMH is regularly acquired in a representative primary care practice (the Queen’s Family Health Team, QFHT);2) what is included in the FMH obtained;3) what the utility of FMH is with regards to patient management in primary care;and 4) to utilize healthcare practitioners’ perspectives in order to elucidate any findings regarding the acquisition and utility of FMH at the QFHT. Methods: Patients were interviewed in order to obtain their FMH. For each patient, the FMH obtained was compared to the FMH documented in the patient’s record to determine the record’s completeness. Each patient’s FMH was analyzed for significant history of coronary artery disease (CAD), diabetes mellitus type II (DMII), substance abuse (SA) and colorectal cancer (CRC). Participants were patients scheduled for appointments at the QFHT between May and July 2011. Any patient of the QFHT older than 25 years was eligible to participate. Clinical staff of the QFHT completed an online questionnaire to determine healthcare practitioners’ perspectives regarding the acquisition and utility of FMH. Results: 83 patients participated in the study. Participants ranged in age from 25 - 86 years (median: 63 years);69% were female. FMH present in patients’ records was often either incomplete (42% of charts reviewed) or not documented at all (51% of charts reviewed). Knowledge of FMH can affect patient management in primary care for the diseases assessed (CAD, DMII, SA and CRC). HCP do consider FMH to be important in clinical practice and 86% of respondents stated that they regularly inquired about patients’ FMH. Interpretation: Despite the belief by HCP that FMH is important, there is a disparity between this belief and their practices regarding its documentation and utilization. Finally, analysis of the FMH of the representative population studied shows that information commonly missing in patients’ FMH can affect patient management at a primary care level.展开更多
The adoption by health professionals to the practice of patient isolation is a decision that reduces patients’ risks of occupational exposure to potentially contaminated biological material and prevents nosocomial in...The adoption by health professionals to the practice of patient isolation is a decision that reduces patients’ risks of occupational exposure to potentially contaminated biological material and prevents nosocomial infections. Verify the compliance of health professionals to the practices of contact precautions in patients colonized by microorganisms in a teaching hospital. This was a prospective observational cohort study in a special-sized hospital located in southeastern Brazil. The observation of health professionals in delivery of health care to patients with contact precaution was performed regarding hand hygiene, use of overcoat, glove, and mask. We carried out 1502 observations involving the following professional categories: nursing technicians and/or nursing assistants (n = 1028;68.4%), nurses (n = 200;13.3%), physical therapists (n = 185;12.3%), and physicians (n = 89;5.9%), totaling 971.8 hours. Regarding the level of compliance of professionals to contact precaution practices with hand hygiene after the procedures, the use of overcoats, gloves, and masks, all were statistically significant (p Klebsiella pneumoniae was the most positive pathogen identified in laboratory tests. This study provided the mapping of the compliance of health professionals to the practices of contact precautions in order to support a safer management of patient care reducing the risks of Healthcare-Associated Infections (HAI). This study also showed that health professionals are using practice management to deal with their behavior to protect their health.展开更多
目的:定量评价“肺结核主动筛查+全疗程住院治疗”模式在新疆维吾尔自治区(简称“新疆”)和田地区肺结核患者发现中的实施效果,为新疆肺结核防治工作的稳步推进提供科学依据。方法:收集2012年1月至2021年12月新疆和田地区及未实施全疗...目的:定量评价“肺结核主动筛查+全疗程住院治疗”模式在新疆维吾尔自治区(简称“新疆”)和田地区肺结核患者发现中的实施效果,为新疆肺结核防治工作的稳步推进提供科学依据。方法:收集2012年1月至2021年12月新疆和田地区及未实施全疗程住院治疗策略的新疆其他地州肺结核报告发病数据。利用Joinpoint回归模型分析肺结核报告发病率的时间趋势。以2018年7月作为“肺结核主动筛查+全疗程住院治疗”模式干预时间点,根据是否设置对照地区,分别构建单组中断时间序列(interrupted time series, ITS)模型和设置对照的ITS模型(controlled interrupted time series, CITS)分析政策干预效果。结果:2012—2021年新疆和田地区肺结核报告发病率最高为2018年的465.10/10万(10 278例),最低为2021年的129.40/10万(3241例),总体呈现下降趋势(AAPC=-4.5%,P<0.05);2012—2018年肺结核报告发病率呈现上升趋势(APC=10.8%,P<0.05),2018—2021年肺结核报告发病率呈快速下降趋势(APC=-29.0%,P<0.05)。ITS模型分析显示,和田地区实施“肺结核主动筛查+全疗程住院治疗”模式后1个月(2018年7月),报告发病率增加16.859/10万(P=0.001),新型模式实施后的长期效果为肺结核报告发病率呈下降趋势(β3=-1.098,P<0.001)。CITS模型分析显示,和田地区在新型模式实施后1个月(2018年7月),肺结核报告发病率明显增加,增加量比对照地区高14.751/10万(P<0.001),新型模式实施后长期效果为肺结核报告发病率呈下降趋势,平均每月下降0.815/10万(β5+β7=-0.815,P<0.001),下降速度大于对照地区(β7=-0.931,P<0.001)。结论:新疆和田地区实施“肺结核主动筛查+全疗程住院治疗”模式与肺结核报告发病率之间存在动态因果关系,该模式促使肺结核报告发病率在短暂地上升后呈现下降的长期趋势。实施该模式对控制结核病高负担地区肺结核疫情具有明显优势。展开更多
The need for early screening of the biopsychosocial vulnerability within primary care is clear in the literature, but there is disagreement on the definition and type of score to be used. Health is influenced by deter...The need for early screening of the biopsychosocial vulnerability within primary care is clear in the literature, but there is disagreement on the definition and type of score to be used. Health is influenced by determining not only biological, but also psychological and social. The aims of the study are research and evaluation tools to determine the biopsychosocial vulnerability and the creation of a flow-chart for the establishment of health and socio-personalized care programs, but based on scientific evidence. In our study we have built an original scale of assessment for the general medicine, which could simultaneously analyze the Bio-Psycho-Social aspect of patients. A group of GPs (general practitioners) have tested this tool on a group of complex patients. The results of the study show that a high score on our scale of assessment is not correlated with the age of a patient (R = 0.454); instead there is a straight correlation between the high score and the number of GPs and patient contacts (R = 0.790) and a border-line significant correlation (R = 0.590) between high scores and hospital admissions and resources utilization. In conclusion, with our assessment scale we built a general medicine instrument, simple, integrated with primary care setting and tools, fast in use. In the research and validation phase we showed how this scale would be able to identify patients in need of more attention where there is a necessity to go from a Guideline and EBM-Based approach to a Personalized approach.展开更多
BACKGROUND Intensive care unit(ICU)patients demand continuous monitoring of several clinical and laboratory parameters that directly influence their medical progress and the staff’s decision-making.Those data are vit...BACKGROUND Intensive care unit(ICU)patients demand continuous monitoring of several clinical and laboratory parameters that directly influence their medical progress and the staff’s decision-making.Those data are vital in the assistance of these patients,being already used by several scoring systems.In this context,machine learning approaches have been used for medical predictions based on clinical data,which includes patient outcomes.AIM To develop a binary classifier for the outcome of death in ICU patients based on clinical and laboratory parameters,a set formed by 1087 instances and 50 variables from ICU patients admitted to the emergency department was obtained in the“WiDS(Women in Data Science)Datathon 2020:ICU Mortality Prediction”dataset.METHODS For categorical variables,frequencies and risk ratios were calculated.Numerical variables were computed as means and standard deviations and Mann-Whitney U tests were performed.We then divided the data into a training(80%)and test(20%)set.The training set was used to train a predictive model based on the Random Forest algorithm and the test set was used to evaluate the predictive effectiveness of the model.RESULTS A statistically significant association was identified between need for intubation,as well predominant systemic cardiovascular involvement,and hospital death.A number of the numerical variables analyzed(for instance Glasgow Coma Score punctuations,mean arterial pressure,temperature,pH,and lactate,creatinine,albumin and bilirubin values)were also significantly associated with death outcome.The proposed binary Random Forest classifier obtained on the test set(n=218)had an accuracy of 80.28%,sensitivity of 81.82%,specificity of 79.43%,positive predictive value of 73.26%,negative predictive value of 84.85%,F1 score of 0.74,and area under the curve score of 0.85.The predictive variables of the greatest importance were the maximum and minimum lactate values,adding up to a predictive importance of 15.54%.CONCLUSION We demonstrated the efficacy of a Random Forest machine learning algorithm for handling clinical and laboratory data from patients under intensive monitoring.Therefore,we endorse the emerging notion that machine learning has great potential to provide us support to critically question existing methodologies,allowing improvements that reduce mortality.展开更多
文摘Cancer is a leading cause of death worldwide, with breast cancer being the most common (2.26 million new cases and 685,000 deaths). In Saudi Arabia, breast cancer ranked the first among females in 2014, accounting for 15.9% of all cancers reported among Saudi nationals and 28.7% of all cancers reported among females of all ages. Early detection of breast cancer could decrease the risks, have a better prognosis, and have better outcomes/more successful treatments. Prevalence of breast cancer reached more than 25% of all diagnosed cancer in the kingdom among women. Aim: This study aims to assess the knowledge and performance of women attending primary care centers about breast self-examination and mammogram screening for prevention and early detection of breast cancer in Abha city primary healthcare centers, Kingdom of Saudi Arabia. Research Method: cross sectional design was conducted by using questionnaire, which was distributed to primary care center nurses. The collected data was statistically analyzed using the Statistical Package for Social Sciences, version 25. Results: The study found that participants had poor awareness and knowledge about breast self-examination, risk factors for breast cancer, and trends and practices in early diagnosis of breast cancer. Conclusion and Recommendations: It recommends increasing awareness campaigns and providing educational programs to improve knowledge and practices.
基金supported by the National Natural Science Foundation of China (Project Grant No. 81073163)
文摘OBJECTIVE: To evaluate the development of health outcomes assessment instruments in Chinese medicine. METHODS: A comprehensive literature search for all published articles in China National Knowledge Infrastructure Database, Chongqing VIP Database and WANFANG Data was conducted. The studies that met the inclusion and exclusion criteria were used to extract information according to a predesigned assessment instrument. RESULTS: A total of 97 instruments for health outcome assessment in Chinese medicine were identified. Of these questionnaires, 7 were generic, 12 were condition-specific and 78 were disease-specific. All instruments were suitable for adults, children, and both men and women. These instruments aimed to evaluate the health-related quality of life, signs and symptoms as well as patient satisfaction and doctor-reported outcome. However, the descriptions were poorly constructed for some of the most basic parameters, such as the domains and items, administrative mode, response options, memory recall periods, burden evaluation, format, copyright, content validity, and other properties. CONCLUSION: The instrument development for health outcomes assessment in Chinese medicine is increasing rapidly; however, there are many limitations in current methodologies and standards, and further studies are needed.
基金supported by the National Natural Science Foundation of China(No.81073163)
文摘OBJECTIVE: To evaluate the application of health assessment instruments in Chinese medicine. METHODS: According to a pre-defined search strategy, a comprehensive literature search for all articles published in China National Knowledge Infrastructure databases was conducted. The resulting articles that met the defined inclusion and exclusion criteria were used for analysis. RESULTS: A total of 97 instruments for health outcome assessment in Chinese medicine have been used in fundamental and theoretical research, and 14 of these were also used in 29 clinical trials that were randomized controlled trials, or descriptive or cross-sectional studies. In 2 152 Chinese medicine-based studies that used instruments in their methodology, more than 150 questionnaires were identified. Among the identified questionnaires, 51 were used in more than 10 articles (0.5%). Most of these instruments were developed in Western countries and few studies (4%) used the instrument as the primary evidence for their conclusions. CONCLUSION: Usage of instruments for health outcome assessment in Chinese medicine is increasing rapidly; however, current limitations include selection rationale, result interpretation and standardization, which must be addressed accordingly.
文摘AIM: To determine rates of hepatitis C (HCV) risk factor ascertainment, testing, and referral in urban primary care practices, with particular attention to the effect of race and ethnicity. METHODS: Retrospective chart review from four primary care sites in Philadelphia; two academic primary care practices and two community clinics was performed. Demographics, HCV risk factors, and other risk exposure information were collected. RESULTS: Four thousand four hundred and seven charts were reviewed. Providers documented histories of injection drug use (IDU) and transfusion for less than 20% and 5% of patients, respectively. Only 55% of patients who admitted IDU were tested for HCV. Overall, minorities were more likely to have information regarding a risk factor documented than their white counterparts (79% vs 68%, P < 0.0001). Hispanics were less likely to have a risk factor history documented, compared to blacks and whites (P < 0.0001). Overall, minorities were less likely to be tested for HCV than whites in the presence of a known risk factor (23% vs 35%, P = 0.004). Among patients without documentation of risk factors, blacks and Hispanics were more likely to be tested than whites (20% and 24%, vs 13%, P < 0.005, respectively). CONCLUSION: (1) Documentation of an HCV risk factor history in urban primary care is uncommon, (2)Racial differences exist with respect to HCV risk factor ascertainment and testing, (3) Minority patients, positive for HCV, are less likely to be referred for subspecialty care and treatment. Overall, minorities are less likely to be tested for HCV than whites in the presence of a known risk factor.
文摘Objective: This study aims at assessing maternal and child care provided from prenatal to birth, so that it can reveal the weaknesses and potentialities of prenatal program in order to guide the development of strategic plans. Methods: This is an exploratory descriptive study with a quantitative approach, conducted in the city of Santa Cruz, state of Rio Grande do Norte, Brazil, from November 2012 to February 2013. The sample consisted of 200 women, chosen by draw, mothers of children under two years old who had attended the Primary Health Care System. The study used a semi-structured questionnaire used by the Ministry of Health. Our research project was approved by the Research Ethics Committee of the Federal University of Rio Grande do Norte, under the approval No. 311.613. Results: It was found that most mothers were rated from good to very good in the quality of care during prenatal and birth. As to the performance of prenatal and birth care services, most women performed those services under the municipality’s Public Health System, and the prenatal care primarily under Basic Health Care Units. Conclusion: In this assessment study, indicators regarding maternal and child care provided during the prenatal period were found to be positive, which contributes to the reduction of maternal and child mortality. The study also shows that Primary Health Care is essential to ensuring an effective, humane and comprehensive health care.
文摘This meta-synthesis presents the results of qualitative studies on puerperal perception concerning woman’s care in the post-partum period. Four databases were researched using keywords such as “postnatal care” (or) “postpartum period”, (and) “care”, “women”, “perception”, “qualitative research”, “women’s health services”, “community health services”, “allied health personnel”, “primary health care”, resulting in 9 articles for analysis. Six themes were identified: interpersonal relationship, information, communication, attending the necessities, service organization and other supports. Results report mainly on the unsatisfactory professional care for women, appreciating the form of dealing with promptness and the timing to be attended;trust;content, coherence and the way to inform;clarification of doubts;friendly conversation and clinical assistance. The professional workload was restricted on postpartum period care quality. There were gaps found in clinical practice and in dialogical communication and information on women’s health necessities.
文摘Background: Acquisition of family medical history (FMH) is emphasized as a part of obtaining a complete medical history, but whether FMH is consistently documented and utilized in primary care, as well as how it can affect patient care in this context, remains unclear. Thus, the objectives of this study were to determine: 1) if FMH is regularly acquired in a representative primary care practice (the Queen’s Family Health Team, QFHT);2) what is included in the FMH obtained;3) what the utility of FMH is with regards to patient management in primary care;and 4) to utilize healthcare practitioners’ perspectives in order to elucidate any findings regarding the acquisition and utility of FMH at the QFHT. Methods: Patients were interviewed in order to obtain their FMH. For each patient, the FMH obtained was compared to the FMH documented in the patient’s record to determine the record’s completeness. Each patient’s FMH was analyzed for significant history of coronary artery disease (CAD), diabetes mellitus type II (DMII), substance abuse (SA) and colorectal cancer (CRC). Participants were patients scheduled for appointments at the QFHT between May and July 2011. Any patient of the QFHT older than 25 years was eligible to participate. Clinical staff of the QFHT completed an online questionnaire to determine healthcare practitioners’ perspectives regarding the acquisition and utility of FMH. Results: 83 patients participated in the study. Participants ranged in age from 25 - 86 years (median: 63 years);69% were female. FMH present in patients’ records was often either incomplete (42% of charts reviewed) or not documented at all (51% of charts reviewed). Knowledge of FMH can affect patient management in primary care for the diseases assessed (CAD, DMII, SA and CRC). HCP do consider FMH to be important in clinical practice and 86% of respondents stated that they regularly inquired about patients’ FMH. Interpretation: Despite the belief by HCP that FMH is important, there is a disparity between this belief and their practices regarding its documentation and utilization. Finally, analysis of the FMH of the representative population studied shows that information commonly missing in patients’ FMH can affect patient management at a primary care level.
文摘The adoption by health professionals to the practice of patient isolation is a decision that reduces patients’ risks of occupational exposure to potentially contaminated biological material and prevents nosocomial infections. Verify the compliance of health professionals to the practices of contact precautions in patients colonized by microorganisms in a teaching hospital. This was a prospective observational cohort study in a special-sized hospital located in southeastern Brazil. The observation of health professionals in delivery of health care to patients with contact precaution was performed regarding hand hygiene, use of overcoat, glove, and mask. We carried out 1502 observations involving the following professional categories: nursing technicians and/or nursing assistants (n = 1028;68.4%), nurses (n = 200;13.3%), physical therapists (n = 185;12.3%), and physicians (n = 89;5.9%), totaling 971.8 hours. Regarding the level of compliance of professionals to contact precaution practices with hand hygiene after the procedures, the use of overcoats, gloves, and masks, all were statistically significant (p Klebsiella pneumoniae was the most positive pathogen identified in laboratory tests. This study provided the mapping of the compliance of health professionals to the practices of contact precautions in order to support a safer management of patient care reducing the risks of Healthcare-Associated Infections (HAI). This study also showed that health professionals are using practice management to deal with their behavior to protect their health.
文摘目的:定量评价“肺结核主动筛查+全疗程住院治疗”模式在新疆维吾尔自治区(简称“新疆”)和田地区肺结核患者发现中的实施效果,为新疆肺结核防治工作的稳步推进提供科学依据。方法:收集2012年1月至2021年12月新疆和田地区及未实施全疗程住院治疗策略的新疆其他地州肺结核报告发病数据。利用Joinpoint回归模型分析肺结核报告发病率的时间趋势。以2018年7月作为“肺结核主动筛查+全疗程住院治疗”模式干预时间点,根据是否设置对照地区,分别构建单组中断时间序列(interrupted time series, ITS)模型和设置对照的ITS模型(controlled interrupted time series, CITS)分析政策干预效果。结果:2012—2021年新疆和田地区肺结核报告发病率最高为2018年的465.10/10万(10 278例),最低为2021年的129.40/10万(3241例),总体呈现下降趋势(AAPC=-4.5%,P<0.05);2012—2018年肺结核报告发病率呈现上升趋势(APC=10.8%,P<0.05),2018—2021年肺结核报告发病率呈快速下降趋势(APC=-29.0%,P<0.05)。ITS模型分析显示,和田地区实施“肺结核主动筛查+全疗程住院治疗”模式后1个月(2018年7月),报告发病率增加16.859/10万(P=0.001),新型模式实施后的长期效果为肺结核报告发病率呈下降趋势(β3=-1.098,P<0.001)。CITS模型分析显示,和田地区在新型模式实施后1个月(2018年7月),肺结核报告发病率明显增加,增加量比对照地区高14.751/10万(P<0.001),新型模式实施后长期效果为肺结核报告发病率呈下降趋势,平均每月下降0.815/10万(β5+β7=-0.815,P<0.001),下降速度大于对照地区(β7=-0.931,P<0.001)。结论:新疆和田地区实施“肺结核主动筛查+全疗程住院治疗”模式与肺结核报告发病率之间存在动态因果关系,该模式促使肺结核报告发病率在短暂地上升后呈现下降的长期趋势。实施该模式对控制结核病高负担地区肺结核疫情具有明显优势。
文摘The need for early screening of the biopsychosocial vulnerability within primary care is clear in the literature, but there is disagreement on the definition and type of score to be used. Health is influenced by determining not only biological, but also psychological and social. The aims of the study are research and evaluation tools to determine the biopsychosocial vulnerability and the creation of a flow-chart for the establishment of health and socio-personalized care programs, but based on scientific evidence. In our study we have built an original scale of assessment for the general medicine, which could simultaneously analyze the Bio-Psycho-Social aspect of patients. A group of GPs (general practitioners) have tested this tool on a group of complex patients. The results of the study show that a high score on our scale of assessment is not correlated with the age of a patient (R = 0.454); instead there is a straight correlation between the high score and the number of GPs and patient contacts (R = 0.790) and a border-line significant correlation (R = 0.590) between high scores and hospital admissions and resources utilization. In conclusion, with our assessment scale we built a general medicine instrument, simple, integrated with primary care setting and tools, fast in use. In the research and validation phase we showed how this scale would be able to identify patients in need of more attention where there is a necessity to go from a Guideline and EBM-Based approach to a Personalized approach.
文摘BACKGROUND Intensive care unit(ICU)patients demand continuous monitoring of several clinical and laboratory parameters that directly influence their medical progress and the staff’s decision-making.Those data are vital in the assistance of these patients,being already used by several scoring systems.In this context,machine learning approaches have been used for medical predictions based on clinical data,which includes patient outcomes.AIM To develop a binary classifier for the outcome of death in ICU patients based on clinical and laboratory parameters,a set formed by 1087 instances and 50 variables from ICU patients admitted to the emergency department was obtained in the“WiDS(Women in Data Science)Datathon 2020:ICU Mortality Prediction”dataset.METHODS For categorical variables,frequencies and risk ratios were calculated.Numerical variables were computed as means and standard deviations and Mann-Whitney U tests were performed.We then divided the data into a training(80%)and test(20%)set.The training set was used to train a predictive model based on the Random Forest algorithm and the test set was used to evaluate the predictive effectiveness of the model.RESULTS A statistically significant association was identified between need for intubation,as well predominant systemic cardiovascular involvement,and hospital death.A number of the numerical variables analyzed(for instance Glasgow Coma Score punctuations,mean arterial pressure,temperature,pH,and lactate,creatinine,albumin and bilirubin values)were also significantly associated with death outcome.The proposed binary Random Forest classifier obtained on the test set(n=218)had an accuracy of 80.28%,sensitivity of 81.82%,specificity of 79.43%,positive predictive value of 73.26%,negative predictive value of 84.85%,F1 score of 0.74,and area under the curve score of 0.85.The predictive variables of the greatest importance were the maximum and minimum lactate values,adding up to a predictive importance of 15.54%.CONCLUSION We demonstrated the efficacy of a Random Forest machine learning algorithm for handling clinical and laboratory data from patients under intensive monitoring.Therefore,we endorse the emerging notion that machine learning has great potential to provide us support to critically question existing methodologies,allowing improvements that reduce mortality.