Big data challenge for monitoring quality in higher education institutions using business intelligence dashboards

As big data becomes an apparent challenge to handle when building a business intelligence(BI)system,there is a motivation to handle this challenging issue in higher education institutions(HEIs).Monitoring quality in HEIs encompasses handling huge amounts of data coming from different sources.This paper reviews big data and analyses the cases from the literature regarding quality assurance(QA)in HEIs.It also outlines a framework that can address the big data challenge in HEIs to handle QA monitoring using BI dashboards and a prototype dashboard is presented in this paper.The dashboard was developed using a utilisation tool to monitor QA in HEIs to provide visual representations of big data.The prototype dashboard enables stakeholders to monitor compliance with QA standards while addressing the big data challenge associated with the substantial volume of data managed by HEIs’QA systems.This paper also outlines how the developed system integrates big data from social media into the monitoring dashboard.

Comparison of German and American Higher Education Accreditation Systems and Implications for Quality Management of Higher Education in China

At the present stage,China’s higher education has experienced continuous reform and enhancement,the scale of education has jumped to the forefront,and the quality of education has been continuously improved,which has made gratifying achievements.The development of China’s higher education has entered the critical node of improving quality and efficiency,and the importance of quality management as the central link in improving the quality of higher education is self-evident.Accreditation as an effective means of quality assurance,in Germany and the United States has formed a mature and perfect system and procedures.Therefore,analysing and learning from the quality management system of higher education in Germany and the United States has an important reference value for promoting the further development of quality management of higher education in China.

Effect of health education based on information-motivationbehavioral skills model on patients with unilateral vestibular dysfunction

BACKGROUND Vestibular dysfunction(VH)is a common concomitant symptom of late peri-pheral vestibular lesions,which can be trauma,poisoning,infection,heredity,and neurodegeneration,but about 50%of the causes are unknown.The study uses the information-motivation-behavioral skills(IMB)model for health education,effectively improve the quality of life,increase their self-confidence,reduce anxiety and depression,and effectively improve the psychological state of patients.AIM To explore the effect of health education based on the IMB model on the degree of vertigo,disability,anxiety and depression in patients with unilateral vestibular hypofunction.METHODS The clinical data of 80 patients with unilateral vestibular hypofunction from January 2019 to December 2021 were selected as the retrospective research objects,and they were divided into the control group and the observation group with 40 cases in each group according to different nursing methods.Among them,the control group was given routine nursing health education and guidance,and the observation group was given health education and guidance based on the IMB model.The changes in self-efficacy,anxiety and depression,and quality of life of patients with unilateral VH were compared between the two groups.RESULTS There was no significant difference in General Self-Efficacy Scale(GSES)scale scores between the two groups of patients before nursing(P>0.05),which was comparable;after nursing,the GSES scale scores of the two groups were higher than those before nursing.The nursing group was higher than the control group,and the difference was statistically significant(P<0.05).There was no significant difference in the scores of Hospital Anxiety and Depression Scale(HADS)and anxiety and depression subscales between the two groups before nursing(P>0.05).After nursing,the HADS score,anxiety,and depression subscale scores of the two groups of patients were lower than those before nursing,and the nursing group was lower than the control group,and the difference was statistically significant(P<0.05).After nursing,the Dizziness Handicap Inventory(DHI)scale and DHI-P,DHI-E and DHI-F scores in the two groups were decreased,and the scores in the nursing group were lower than those in the control group,and the difference was statistically significant(P<0.05).CONCLUSION Health education based on the IMB model can effectively improve patients'quality of life,increase self-efficacy of patients with unilateral vestibular hypofunction,enhance patients'confidence,enable patients to resume normal work and life as soon as possible,reduce patients'anxiety and depression,and effectively improve patients'psychological status.

Continuous ambulatory peritoneal dialysis telemonitoring and education:A scoping review

The risk of peritonitis complications in continuous ambulatory peritoneal dialysis(CAPD)can be prevented or reduced by providing proper education and continuous monitoring.Telemedicine and telemonitoring are methods that enable remote monitoring and patient care.This study aimed to determine the success and factors affecting telemonitoring in CAPD patient care.This study is a scoping review(ScR)using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses-ScR method.Article searches were carried out on ProQuest,PubMed,and ScienceDirect with a time range of 2018-2023.Data extraction was performed regarding knowledge level,quality of life,clinical outcomes(peritonitis),and risk of hospitalization.Of the 12 articles and studies included,6 articles were related to the effect of telemonitoring on CAPD patient outcomes,and 6 articles were associated with the effect of education on CAPD patient outcomes.Education provided to patients can improve patient understanding of therapeutic modalities for renal disorders,reduce the potential for peritonitis and dialysis complications,and improve the quality of life of patients with CAPD.CAPD patients who received telemonitoring had a better quality of life,good clinical outcomes,and a lower risk of hospitalization than those who did not receive telemonitoring and had fewer health-care visits.In summary,the implementation of telemonitoring and education in chronic kidney disease patients with CAPD modality therapy has been proven effective in improving quality of life and reducing dialysis-related risks.

Exploring the Long-Term Mechanism of the Construction of College Teachers’Ethics in the New Era Under the Concept of“Sanquan Education”

This paper takes the long-term mechanism exploration of the construction of teachers’ethics in the new era under the concept of“Sanquan education,”aiming to explore how to establish a long-term mechanism of the construction to meet the needs of college education development under the background of the new era.A series of targeted measures and suggestions are put forward,including improving the system and mechanism,strengthening the education and training of teachers’ethics,and establishing the evaluation and assessment mechanism.The implementation of these measures can promote the formation of the long-term mechanism of the construction of teachers’ethics in colleges and universities,improve teachers’ethics and behavior quality,and provide strong support for the development of education in colleges and universities.

Discussion on the Implications of Expansion in Postgraduate Education

This paper explores the development of postgraduate education in China,including the overall situation of postgraduate education,the trend in enrollment expansion in professional degrees as well as in various academic fields;it also triggers the impact and discussion about the postgraduate enrollment expansion,such as over-education and credential inflation,as well as the concerns about the quality of education and talent cultivation and so forth.Although the expansion brings various problems,the challenges may also become new opportunities for higher education reform,this paper also provides some suggestions on the expansion of postgraduate education.

The Effect of O2O Education Combined with Peer Education Management Model in Patients with Chronic Obstructive Pulmonary Disease

Objective:To explore the effect of online-to-offline(O2O)education combined with the peer education management model in patients with chronic obstructive pulmonary disease(COPD).Methods:Using convenience sampling,72 patients with COPD who were hospitalized in the respiratory medicine department of a tertiary-level hospital from March to December 2021 were selected as study subjects.Randomized grouping was carried out using the random number table method,the control group was given routine COPD health education in the department,and the intervention group applied O2O trinity health management combined with peer education on the basis of routine care.After 6 months of follow-up after discharge,the two groups were observed and compared for changes in pulmonary function,depression status,self-care ability,and quality of life.Results:At 3 and 6 months after the intervention,the lung function indexes and depression status of the two groups of patients improved significantly,and the improvement effect was more significant in the intervention group(P<0.05);after the intervention,the self-care ability scores of the patients in the intervention group were significantly higher than those of the control group(P<0.05);the quality-of-life scores of the two groups of patients decreased at 3 months after discharge,in which the quality-of-life scores in the intervention group was significantly lower than that of the control group(P<0.05).Conclusion:O2O education combined with the peer education management model can effectively improve the lung function of patients with COPD,depression,self-care ability,and quality of life.

Effects of physical activity by the teach-back educational method on the physical ability and quality of life in hemodialysis patients:a clinical trial

Objective:To determine the effect of physical activity by using the teach-back educational method on hemodialysis patients’quality of life(QOL)and physical ability.Methods:This is a single-blind clinical trial study involving a control group.A total of 90 patients who admitted to the dialysis centers of Beheshti and Besat hospitals in Hamadan were selected using a convenience sampling method and were randomly assigned to intervention(n=45)and control(n=45)groups.Data were collected using a demographic information checklist,a kidney disease QOL questionnaire,and a 6-minute-walk distance(6MWD)checklist.The patients’QOL questionnaire was completed,and the 6MWD was recorded before and at the end of the 2nd,4th,6th,8th,and 12th weeks of the intervention.In the intervention group,the patients were taught to perform physical activities with Pilates stretches in different resistances using the teach-back educational method during dialysis sessions for 12 weeks.Data were analyzed by using the independent t-test and chi-square test using SPSS-22 software.Results:Before the intervention,no differences were observed between the experimental and control groups in terms of demographic characteristics,QOL,and physical ability(P>0.05).The physical ability and QOL levels of patients exercising in the test group were higher than those in the control group after the intervention(P<0.05).Based on the results,the 2 groups significantly differed with regard to the scores of various dimensions of QOL and physical ability after the intervention(P<0.05).Conclusions:Physical activity by using the teach-back method can effectively increase physical ability and improve QOL of hemodialysis patients.Therefore,the recommendations and inclusion of exercise in the dialysis care plan can effectively promote patients’health.

Quality Provision of Comprehensive Sexuality Education and Sexual and Reproductive Health in Resource Constrained Higher Education Institutions: A Case of Mukuba University

In an effort to ensure that Institutions of Higher Learning provide quality Comprehensive Sexuality Education (CSE) and Sexual and Reproductive Health (SRH) at the level of Universities and Colleges, indeveloping countries such as Zambia, some universities have engaged in offering programmes and services in CSE and SRH. However, the provision of such programmes has had some limitations in terms of resources to ensure quality delivery. As a result, there was a need to examine the provision of CSE and SRH in a resource constrained Mukuba University. The study has three research objectives: 1) to examine the CSE and SRH programmes and services that are available at Mukuba University;2) to determine the actual resources available for the University to ensure quality provision of CSE and SRH to students;3) to use views and opinions of students and academics to examine the extent to which the CSE and SRH are reflected as standards by UNESCO and universities and colleges. The study took a pragmatic philosophy stance and convergent parallel research design of mixed methods;the primary approach is qualitative which will be analysed using thematic analysis, while the quantitative approach was secondary and the data was analysed using descriptive statistics. The study envisaged some implications that include the rise in communicable diseases such as Human Immunodeficiency Virus (HIV) and Acquired Immunodeficiency Syndrome (AIDS), gender based violence, general lack of information on matters relating to CSE and SRH among students at Mukuba University. The policy implication is that policy makers will be able to formulate policies that address the needs and challenges of students in providing quality CSE and SRH programmes and services for a university that is constrained with resources. The study found that there was a need to contextualize the quality provision of CSE and SRH at an institutional level, for instance, Mukuba University has created an enabling environment for quality provision of CSE and SRH activities and programmes through training of the stakeholders. Further, it was found that in any successful programme, it is expected to meet certain challenges that might in some cases make it difficult to implement the programme as envisaged. In other words, this study has revealed that there are some drawbacks as well as lessons that Mukuba University could learn from other universities that offer CSE and SRH. The study provides a synergistic conceptual model that could be used in the implementation of CSE and SRH in colleges and universities for sustainability. It is hoped that this study has proved that even with limited resources a university can provide CSE and SHR programmes and services without depending on support from other external funders and cooperating partners.

Construction and Practice of Teaching Staff and Teaching Quality Monitoring System in University Affiliated Hospitals Under the Background of Education Informatization

Objective:To build a set of teaching staff construction and teaching quality monitoring system suitable for clinical practice teaching in affiliated hospitals of medical colleges,achieve continuous improvement of clinical education and teaching level,and ensure the quality of medical education talent cultivation.Methods:A modern clinical practice teaching quality monitoring system is constructed based on organizational structure construction,teaching staff system construction,quality control system construction,and information platform construction,combined with external audit and evaluation.Results:The hospital has established a Faculty Development and Teaching Evaluation Office specifically responsible for the cultivation of clinical teachers and the evaluation and supervision of teaching quality.A relatively complete teacher construction and teaching quality monitoring system has also been established for clinical practice teaching,thus achieving integration with the school’s quality control system in terms of management mechanism.At the same time,a set of teaching quality control mode based on the“Internet+”platform has been created by means of informatization.At present,this mode has won three national computer software copyrights and two second prizes for school-level teaching achievements.Conclusion:Through five years of practice,an“Internet+”teaching quality evaluation and monitoring system with the characteristics of teaching hospitals affiliated to local medical colleges has been established.In order to further standardize the training system of clinical teachers in affiliated hospitals,achieve self-monitoring and self-improvement in terms of teaching quality,and ensure the continuous improvement of clinical teaching quality,we will continue to promote the development of clinical teachers with quality and excellence,enrich the main team of quality monitoring,guide the transformation of the education mode from being“centered on teachers”to being“centered on students,”and realize the integration of internal and external quality monitoring systems.

Innovation and Practice of Internal Quality Assurance System in Higher Education Institutions -- Taking Jingzhou Vocational and Technical College as an Example

Continuously improving the internal quality assurance system and promoting the innovative development of higher vocational education is a challenge that every higher vocational institution must solve on the road of diagnosis and improvement.To address the current dilemma of building internal quality assurance systems in higher education institutions,this study utilizes a case study approach.This study takes Jingzhou Vocational and Technical College as the research object for research.Conclusion:The excellent diagnosis and reform model and the effectiveness of diagnosis and reform in this school can provide new strategic ideas for the practice of diagnosis and reform for the high-quality development of higher education in Hubei.

Analysis of Professional Quality Cultivation Strategies for Infant and Child Care Service Talents from the Perspective of Collaboration of Medical Care,Parenting,and Education,and Integration of Industry and Education

The collaboration of medical care,parenting,and education aims to integrate nursing,midwifery,infant and child care services,and management with speech and hearing rehabilitation technology,among other elements related to the infant care industry chain.This integration targets pediatrics talent training in nine infant care positions,including nursing,infant health care and management,and child rehabilitation,to ensure that the capabilities and quality of professional talents can meet the health care needs of infants and young children.This article briefly explains the background of the“collaboration of medical care,parenting,and education,and integration of industry and education.”It analyzes the necessity of cultivating infant and child care service talents based on the perspective of“collaboration of medical care,parenting,and education,and integration of industry and education.”Based on this perspective,we conducted an in-depth study of the cultivation of professional qualities of infant and child care service talents.

Doctor-led intensive diet education on health-related quality of life in patients with chronic renal failure and hyperphosphatemia

BACKGROUND Secondary hyperparathyroidism,renal osteodystrophy,and cardiovascular adverse events can occur if long-term hyperphosphatemia is not corrected,leading to the adverse prognosis of patients with chronic renal failure.Besides the use of phosphorus binders,clinical control measures for hyperphosphatemia in these patients should also incorporate diet control.AIM To observe doctor-led intensive diet education effects on health-related quality of life in patients with chronic renal failure and hyperphosphatemia.METHODS We assessed 120 patients with hyperphosphatemia and chronic renal failure on hemodialysis admitted to our hospital(July 2018 to March 2020).The control group(n=60)was given routine nursing guidance,and the observation group(n=60)was given doctor-led intensive diet education.The changes in EQ-5D-3L scores,disease-related knowledge,and compliance scores before intervention and 3 and 6 mo after intervention in the two groups were recorded.The levels of serum parathyroid hormone(iPTH),calcium(Ca),phosphorus(P),calciumphosphorus product(Ca×P),serum creatinine(Scr),and blood urea nitrogen(BUN)before intervention and 3 and 6 mo after intervention in the two groups were assessed along with patient satisfaction.RESULTS There was no significant difference in blood iPTH,Ca,P,Ca×P,Scr,or BUN levels between the groups before intervention.After 3 and 6 mo of intervention,the blood iPTH,Ca,P,and Ca×P levels in the two groups decreased gradually(P<0.05),but there were no significant differences in Scr or BUN.The blood iPTH,Ca,P,and Ca×P levels in the observation group were lower than those in the control group(P<0.05).The satisfaction rate in the observation group after 3 mo was 93.33%and after 6,90.00%,which was high compared with the 80.00%and 71.67%,respectively,in the control group(P<0.05).There was no significant difference in EQ-5D-3L score between the two groups before intervention.After 3 and 6 mo of intervention,the visual analogue scale score of the two groups increased gradually(P<0.05);and the scores of action ability,self-care,daily activities,pain and discomfort,and anxiety and depression decreased gradually(P<0.05).The overall EQ-5D-3L score in the observation group was better than that in the control group(P<0.05).There was no significant difference in diseaserelated knowledge or compliance scores between the groups before intervention.After 3 and 6 mo of intervention,the scores of disease,diet,and medication knowledge and compliance in the two groups increased gradually(P<0.05).The scores of disease-related knowledge and compliance were higher in the observation group than in the control group(P<0.05).CONCLUSION Doctor-led intensive diet education can improve patient satisfaction and the quality of life in patients with chronic renal failure and hyperphosphatemia and promote low-phosphorus diet behavior.

A Tailor-made Data Quality Approach for Higher Educational Data

Purpose: This paper relates the definition of data quality procedures for knowledge organizations such as Higher Education Institutions. The main purpose is to present the flexible approach developed for monitoring the data quality of the European Tertiary Education Register(ETER) database, illustrating its functioning and highlighting the main challenges that still have to be faced in this domain.Design/methodology/approach: The proposed data quality methodology is based on two kinds of checks, one to assess the consistency of cross-sectional data and the other to evaluate the stability of multiannual data. This methodology has an operational and empirical orientation. This means that the proposed checks do not assume any theoretical distribution for the determination of the threshold parameters that identify potential outliers, inconsistencies, and errors in the data. Findings: We show that the proposed cross-sectional checks and multiannual checks are helpful to identify outliers, extreme observations and to detect ontological inconsistencies not described in the available meta-data. For this reason, they may be a useful complement to integrate the processing of the available information.Research limitations: The coverage of the study is limited to European Higher Education Institutions. The cross-sectional and multiannual checks are not yet completely integrated.Practical implications: The consideration of the quality of the available data and information is important to enhance data quality-aware empirical investigations, highlighting problems, and areas where to invest for improving the coverage and interoperability of data in future data collection initiatives.Originality/value: The data-driven quality checks proposed in this paper may be useful as a reference for building and monitoring the data quality of new databases or of existing databases available for other countries or systems characterized by high heterogeneity and complexity of the units of analysis without relying on pre-specified theoretical distributions.

Therapeutic Education of Heart Failure: Prospective Study in the Cardiology Department of the Dalal Jamm National Hospital Center in Dakar

Context: Heart failure (HF) is a common pathology requiring many types of treatments, including therapeutic education, which has demonstrated a major benefit in terms of reducing re-hospitalization and mortality from HF or all other causes. Objective: The aim of this study was to evaluate the contribution of therapeutic education (TPE) in patients with heart failure. Methodology: This was a single-centre, interventional, non-randomized, before-and-after type study. It focused on hospitalized heart failure patients aged 18 and over. We evaluated the effect of TPE on therapeutic compliance, knowledge, practical attitudes, patient perceptions and quality of life. Results: Our study included 41 patients prior to therapeutic education: 17 men (41%) and 24 women (59%). The mean age was 54.7 ± 16.2 years. After the TPE sessions we evaluated 32 patients: The patients with good compliance increased from 75% to 90.63%, and patients with a low level of compliance (90.6%) decreased to 34.4%. An increase in the number of patients who had an attitude adapted to not exceeding the recommended amount of salt (6 before TPE and 22 after TPE), as well as in the number of patients who had an attitude adapted to physical activity (12 before TPE and 16 after TPE). There was also an increase in the number of patients who were confident about the outcome of their disease (12 before TPE and 16 after TPE), and a decrease in those who were hopeless (8 before TPE and 5 after TPE), an improvement in the quality of life score (45.03 before TPE and 15.78 after TPE). Conclusion: This study shows the beneficial effect of therapeutic education in patients hospitalized for heart failure in improving their level of knowledge, compliance with treatment, lifestyle habits and quality of life.

Cloud Computing at a Cross Road: Quality and Risks in Higher Education

The key determinants of cloud computing provide a convincing argument for HEIs and its stakeholders to adopt the innovation. These benefits reflect the essential quality characteristics of the cloud, such as Broad network Access;Measured Service;On-demand Self-Service;Rapid Elasticity;and Resource Pooling. However, there are also risks associated with the cloud, leading to non-adoption, such as Confidence, Privacy, Security, Surety and Trust. Understanding the impact of these factors can support multiple stakeholders, such as students, lecturers, senior managers and admins in their adoptive decision of CC in their respected institutions. Using the Multiview 3 (MV3) methodology, a research model was proposed to explore the key qualities and risks that determine the adoption or non-adoption of CC by UK HEIs from multiple perspectives. An exploratory qualitative study was conducted on 32 University stakeholders across 2 UK Universities. The findings suggest that security, privacy and trust are the key determinants to non-adoption as participants felt that the cloud cannot fully guarantee the safeguarding of sensitive information. Determinants to cloud adoption include improving relationships between students and teachers via collaborative tools, in addition to proposing cloud apps for mobile devices for accessing virtual learning materials and email securely off-campus. In conclusion, University stakeholders are still at a cross-road when it comes to cloud adoption, but future advances of the cloud may help to steer their decision to adopt this innovative technology given its overwhelming potential.

Education Voucher Scheme in India: Would Lead to School Choice and Universal Education?

To remove obstacles in the path of‘Education for All’,the government of India launched several programs,Sarva Shiksha Abhiyan(SSA)being one of them.Despite several attempts,the government has failed to be successful in providing education to all students and the impact of such schemes has not been very good at the ground level.In India,children are not absent from school owing to a lack of demand;rather,low quality of government education delivery is a major cause for their absence.There is a need to redefine the Indian education system or policy to a new level as government schools are unable to fulfil the growing demand for high-quality education.Direct government funding to children or parents rather than schools can provide parents or children with the ability to select the school of their choice,whether it is a government or private school.This may be accomplished through the education voucher scheme.Governments do not need to spend any additional public funds on vouchers to implement this approach.The education voucher scheme deserves an effort among the several approaches that are being pursued to improve school education.

Education and Ecological Innovation Empowered by Technology:Innovation Practices in Inner Mongolia Universities

This study aims to conduct a thorough analysis of the core elements of educational innovation in Inner Mongolian universities and their mechanisms for enhancing educational quality.By examining technological applications,innovative teaching models,and the educational ecosystem,this paper explores the ways in which technological empowerment enhances students’learning experiences,the impact of innovative teaching models on educational quality,and the practical outcomes of ecological innovation theory in education.Additionally,relevant recommendations are provided for the future development trends of educational innovation in Inner Mongolian universities.

Association of spiritual well-being with quality of life among undergraduate nursing students

Objective:The study was conducted with the aim of determining the spiritual well-being(SWB)of nursing students and its association with quality of life(QOL).Materials and Methods:A cross-sectional analytical study was conducted with a sample size of 504 nursing students collected from January 2023 to March 2023 in the nursing institutes of Khyber Pakhtunkhwa,Pakistan,using convenient sampling techniques.A Spiritual Health and Life-Orientation Measure(SHALOM)questionnaire for SWB and K-27 QOL(K-27 QOL)instrument were used for data collection that contains three parts.Results:The number of female participants was in the majority(50.4%)compared to male nurses(49.6%).The overall mean score of SWB of the students was 3.79±0.48,while the mean K-27 QOL score was 3.73±0.57.There were significant differences between the groups of gender(P=0.001),while no significant difference within the groups of semester(P=0.061)and college status(0.285).In QOL,there were significant differences within the groups of semester(P=0.000)and college status(P=0.036)while no significant difference in gender category(P=0.480).SHALOM score is positively and moderately correlated with QOL score(r=0.597,P<0.05).Conclusion:Spiritual practices are one of the important factors that are associated positively with QOL,therefore to enhance the QOL,it will require spiritual practices.

Rural Quality Education and the Balance between Urban and Rural Compulsory Education

On the basis of analyzing the gap between urban and rural quality education and the existing limiting factors to that in rural areas,a suggestion was proposed to promote the balanced development of rural quality education.