Objective To analyze the scientific research output of West China Hospital of Sichuan University from 2015 to 2020, so as to evaluate the effectiveness of new scientific research management model. Methods From January 2018, a series of management measures were introduced, including improving research incentive policies, integrating and supporting resources, constructing a scientific quantitative research performance evaluation system, and establishing an information-based research service model. The changes of scientific research output before (2015-2017) and after (2018-2020) the implementation of the management measures were analyzed to evaluate the quality and effectiveness of the management model. Results A total of 10141 high-quality research papers were seized and 2311 research projects were approved. After the implementation of the measures, the absolute number of papers published and projects approved increased significantly. In terms of high-quality papers published after the implementation of the measures, the increase rate reached 46.80%, among which the number of interdisciplinary papers increased by 116.05%, the number of reviews increased by 96.13%, the numbers of papers published in Area 2 and Area 1 increased by 114.67% and 75.00%, respectively, and the number of co-author papers increased by over seven times. In terms of scientific research projects approved after the implementation of the measures, the number of projects approved by the National Natural Science Foundation of China (NSFC) increased by 21.03%, and the number of provincial and ministerial projects increased by 110.17%, with the people in charge becoming younger. The number of principal investigators of NSFC increased by 1.67 times. The number of projects managed by intermediate and undetermined professional titles increased by 64.71% and 68.63%, respectively. The number of projects approved by youth and general fund increased by 30.26% and 14.16% respectively. The number of people in charge of provincial and ministerial projects increased by 1.45 times. The number of projects managed by deputy senior and intermediate titles increased by 1.64 times and 1.54 times, respectively. Key research and development projects, key projects, international cooperation projects, and basic application projects saw a significant increase. Conclusions After the implementation of management measures, the number and overall level of research papers have been improved, and the cross-cooperation between clinical and basic research has been gradually started. The number of projects approved increased significantly, and the project leaders tended to be younger. The high-quality cultivation and continuous growth of scientific research talents achieved initial results.
ObjectivesTo investigate the status quo of follow-up services for patients with cervical spondylosis, to explore its influencing factors, and to provide reference for the follow-up management model after postoperative discharge of patients with cervical spondylosis.MethodsA total of 220 patients with cervical spondylosis were selected by using convenient sampling from October 2018 to May 2019, and the general information questionnaire and the follow-up service needs questionnaire were used for the investigation.ResultsThe score of follow-up service content requirement for patients with cervical spondylosis was 54.87±7.56, and the rehabilitation training instruction was the highest. Multiple linear regression analysis showed that the follow-up service content score was influenced by education level [non-standardized partial regression coefficient (b)=3.186, 95% confidence interval (CI) (2.490, 3.882), P<0.001], length of hospital stay [b=5.140, 95%CI (3.914, 6.365), P<0.001], Neck Disability Index [b=1.326, 95%CI (0.189, 2.463), P=0.022], and age [≥75 years as the reference, 45-59 years: b=3.766, 95%CI (0.671, 6.860), P=0.017; 60-74 years: b=4.081, 95%CI(0.849, 7.314), P=0.014]. The method of obtaining follow-up services was mainly based on outpatient follow-up (85.5%), telephone follow-up (50.5%), and established a follow-up service center (40.5%) for discharged patients. The executives were multidisciplinary teams (60.5%) and hospital-community integration teams (48.2%). There were 19.1% of discharged patients who were willing to pay for relevant follow-up services.ConclusionsPatients with postoperative cervical spondylosis have strong demand for post-discharge follow-up services, which are affected by many factors. Medical staff should pay attention to this and develop a personalized follow-up service plan according to patient characteristics to meet different discharged patients and improve the quality of medical services.
Objective To understand the residents’ demands and utilization of the community health services and provide a basis for the construction of reasonable medical service system. Methods From July to September 2015, a purposive sampling questionnaire survey on general team mode service to bring benefits to the community residents was conducted in 20 provincial-level administrative regions of the country. SPSS 13.0 software was used for data analysis. Results A total of 1 300 questionnaires were distributed, and 1 273 valid questionnaires were recovered. In the 221 residents who were aware of the composition of general team, the awareness rate of general team composed of traditional Chinese medical doctors and gynaecologists/pediatricians was low (70.14%, 75.11%, respectively). The awareness rate of medical services including disease diagnosis and treatment, health consultation, health education and prescription in the 1 273 residents was 70.46%, 61.19%, 59.62% and 67.56%, respectively; the residents’ top five willing to accept medical services was prescribing medicine (77.77%), infusion (74.08%), health consultation (73.21%), health education (70.54%), and planned immunization (64.49%). The biggest change of the 433 patients with chronic diseases before and after treatment in the community was the increase in self-health management (70.67%) and the healthy lifestyle improvement (56.35%). Conclusion Community general team should be oriented by the objective needs and real demands of the residents; based on the ability of medical services supply, the adjustment of the key points of medical services should be made and the rational use of medical services should be guided for the residents.
ObjectiveTo construct a demand model for electronic medical record (EMR) data quality in regards to the lifecycle in machine learning (ML)-based disease risk prediction, to guide the implementation of EMR data quality assessment. MethodsReferring to the lifecycle in ML-based predictive model, we explored the demand for EMR data quality. First, we summarized the key data activities involved in each task on predicting disease risk with ML through a literature review. Second, we mapped the data activities in each task to the associated requirements. Finally, we clustered those requirements into four dimensions. ResultsWe constructed a three-layer structured ring to represent the demand model for EMR data quality in ML-based disease risk prediction research. The inner layer shows the seven main tasks in ML-based predictive models: data collection, data preprocessing, feature representation, feature selection and extraction, model training, model evaluation and optimization, and model deployment. The middle layer is the key data activities in each task; and the outer layer represents four dimensions of data quality requirements: operability, completeness, accuracy, and timeliness. ConclusionThe proposed model can guide real-world EMR data governance, improve its quality management, and promote the generation of real-world evidence.
Objective To investigate and compare the demands of dosage forms and specifications of essential medicine for children in different levels of medical institutions, so as to provide references for selection of essential medicines for children by levels of medical institutions. Methods In 13 provinces or municipalities, 104 medical institutions, including tertiary, secondary and primacy medical institutions, were investigated by questionnaires. Kinds of drugs, dosage forms, requirement types and requirement levels of drugs were analyzed and compared in different levels of medical institutions. Results Tertiary medical institutions had higher demands than other levels of medical institutions for the number of drugs types, dosage forms and level of demand on each drug (P < 0.05), secondary medical institutions were higher than primacy medical institutions (P < 0.05), but community health service centers were the same as township health centers. Conclusion The demands of dosage forms and specifications of essential medicine for children in different levels of medical institutions are different. So future studies should develop the essential medicines list for children depend on different levels of care.
Objective To understand the status of needs, demands and utilization of health services of urban and rural residents in Chongqing, so as to provide references for the evaluation of health services status and policy making and regulating. Methods The data from family health questionnaire of health service survey in Western China in 2008 were descriptively analyzed. Results The two-week prevalence rate was 216.9‰ and the two-week hospital visit rate was 211.5‰. The sick people who did not seek medical care accounted for 56.2% among the sick population. The chronic disease prevalence rate was 226.4‰. The annual hospitalization rate was 77.1‰. Conclusion During the past five-year from 2003 to 2008, the needs of health services in Chongqing have had no big change, but the chronic disease prevalence rate has been in uptrend, and the utilization has obviously increased. And the economic factor is still the major cause for impeding residents to seek medical care. So it’s necessary to strengthen the construction of primary health care institutions, to improve the level of health insurance system, and to decrease the disparity in urban and rural areas.
Objective To define the attributes and priorities of evidence-based nursing curriculum needs of nursing students, so as to provide operational reference for the design and development of evidence-based nursing course in the future. Methods Questionnaire was designed based on Kano model, and convenient sampling method was adopted to investigate the nursing students who had received training or had experience in evidence-based nursing from September to November 2020. According to the Kano model attribute classification method, the need attribute of evidence-based nursing curriculum was defined. Results A total of 303 nursing students were investigated. Kano model analysis showed that 11 of the needs for evidence-based nursing courses were one-dimensional quality, which belonged to the dimension of teaching resources and teaching content, and 5 were indifference quality, which belonged to the course assessment dimension. The importance-satisfaction matrix showed that the need of evidence-based nursing curriculum was concentrated in the advantage area and minor excepting improvement area. Conclusions In the future curriculum design, evidence-based nursing teachers need to continue to maintain the demand items in the advantage area and constantly improve and perfect them. They also need to pay more attention to the demand items in the minor excepting improvement area. Combined with the current problems in evidence-based nursing practice and the evidence-based needs of students, teachers need to further put forward suggestions on evidence-based nursing curriculum.