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1.
BMC Health Serv Res ; 24(1): 689, 2024 May 30.
Article in English | MEDLINE | ID: mdl-38816874

ABSTRACT

INTRODUCTION: Electronic prescribing (e-prescribing) systems can bring many advantages and challenges. This system has been launched in Iran for more than two years. This study aimed to investigate the challenges and advantages of the e-prescribing system from the point of view of physicians. METHODS: In this survey study and thematic analysis, which was conducted in 2023, a researcher-made questionnaire was created based on the literature review and opinions of the research team members and provided to the physician. Quantitative data were analyzed using SPSS software, and qualitative data were analyzed using ATLAS.ti software. Rank and point biserial, Kendall's tau b, and Phi were used to investigate the correlation between variables. RESULTS: Eighty-four physicians participated in this study, and 71.4% preferred to use paper-based prescribing. According to the results, 53.6%, 38.1%, and 8.3% of physicians had low, medium, and high overall satisfaction with this system, respectively. There was a statistically significant correlation between the sex and overall satisfaction with the e-prescribing system (p-value = 0.009) and the computer skill level and the prescribing methods (P-value = 0.042). Physicians face many challenges with this system, which can be divided into five main categories: technical, patient-related, healthcare providers-related, human resources, and architectural and design issues. Also, the main advantages of the e-prescribing system were process improvement, economic efficiency, and enhanced prescribing accuracy. CONCLUSION: The custodian and service provider organizations should upgrade the necessary information technology infrastructures, including hardware, software, and network infrastructures. Furthermore, it would be beneficial to incorporate the perspectives of end users in the system design process.


Subject(s)
Attitude of Health Personnel , Electronic Prescribing , Humans , Surveys and Questionnaires , Male , Female , Iran , Adult , Physicians/psychology , Physicians/statistics & numerical data , Middle Aged , Qualitative Research
2.
Int J Risk Saf Med ; 35(1): 75-89, 2024.
Article in English | MEDLINE | ID: mdl-37458049

ABSTRACT

BACKGROUND: Healthcare organizations are among high-risk organizations due to the nature of their work as well as structural, physical and technological complexities. Accordingly, it is important to use risk management and control programs in all departments of these organizations. OBJECTIVE: The present study was conducted for the first time to evaluate the risk management status of the operating room and laboratory departments of Hamadan hospitals in 2022. METHODS: In this descriptive-observational cross-sectional study, laboratory and operating room departments were selected as the research environment. To conduct this research, a valid and reliable questionnaire was used to collect data, and the data were analyzed using SPSS 22 statistical software. RESULTS: The findings of the present study showed that the overall mean score of risk management status for the laboratory and operating room departments was 2.66 ± 0.15 and 2.89 ± 0.13, respectively. Furthermore, there was no statistically significant difference in the mean scores of the research components based on work experience, education level, and gender. CONCLUSION: It is suggested that the laboratory and operating room departments should focus more on adopting policies and solutions to improve the position of risk management, training and budget allocation for risk management.


Subject(s)
Budgets , Hospitals, Teaching , Humans , Cross-Sectional Studies , Educational Status , Risk Management
3.
J Healthc Eng ; 2023: 8171057, 2023.
Article in English | MEDLINE | ID: mdl-37287540

ABSTRACT

Introduction: Cardiac diseases have grown significantly in recent years, causing many deaths globally. Cardiac diseases can impose a significant economic burden on societies. The development of virtual reality technology has attracted the attention of many researchers in recent years. This study aimed to investigate the applications and effects of virtual reality (VR) technology on cardiac diseases. Methods: A comprehensive search was carried out in four databases, including Scopus, Medline (through PubMed), Web of Science, and IEEE Xplore to identify related articles published until May 25, 2022. Preferred Reporting Items for Systematic Reviews and Meta-Analyzes (PRISMA) guideline for systematic reviews was followed. All randomized trials that investigated the effects of virtual reality on cardiac diseases were included in this systematic review. Results: Twenty-six studies were included in this systematic review. The results illustrated that virtual reality applications in cardiac diseases can be classified in three categories of physical rehabilitation, psychological rehabilitation, and education/training. This study revealed that the use of virtual reality in psychological and physical rehabilitation can reduce stress, emotional tension, Hospital Anxiety and Depression Scale (HADS) total score, anxiety, depression, pain, systolic blood pressure, and length of hospitalization. Finally, the use of virtual reality in education/training can enhance technical performance, increase the speed of procedures, and improve the user's skills, level of knowledge, and self-confidence as well as facilitate learning. Also, the most limitations mentioned in the studies included small sample size and lack of or short duration of follow-up. Conclusions: The results showed that the positive effects of using virtual reality in cardiac diseases are much more than its negative effects. Considering that the most limitations mentioned in the studies were the small sample size and short duration of follow-up, it is necessary to conduct studies with adequate methodological quality to report their effects in the short term and long term.


Subject(s)
Heart Diseases , Virtual Reality , Humans , Anxiety , Learning , Heart Diseases/therapy
4.
BMC Health Serv Res ; 23(1): 336, 2023 Apr 04.
Article in English | MEDLINE | ID: mdl-37016337

ABSTRACT

BACKGROUND: Mobile health (mHealth) technology could be used in different ways to treat various speech and language disorders. The attitude of speech-language pathologists (SLPs) towards this technology and their willingness to use it can play a significant role in the success of the therapies they provide. This study was conducted to investigate the willingness and attitude of SLPs towards the use of mHealth technology. METHODS: This cross-sectional study was conducted from September 2021 to April 2022 in Iran. A researcher-made questionnaire consisting of three parts (information related to demographic variables, attitude and willingness) was designed based on the past studies, and then given to all SLPs throughout Iran. Data were analyzed by SPSS software, using descriptive and inferential statistics (frequency, mean, Fisher's exact test, and analysis of variance). Also, the SLPs' willingness to use the desired technology was interpreted as a percentage as follows: 0-20% = not at all willing, 21-40% = slightly willing, 41-60% = moderately willing, 61-80% = highly willing, and above 80% = extremely willing. RESULTS: One hundred sixty speech-language pathologists from all over Iran participated in this study. The results showed that the willingness of 65.25% of SLPs to use the mentioned technology was at a good level, and according to the mentioned category, they had a high willingness to use this technology. In regard to the attitude of SLPs, the findings showed that SLPs believed that patients receive a higher quality of care during in-person visits than through mHealth technology. Also, this survey showed that SLPs were more inclined to use this technology to answer patients' questions. Non-payment of services provided through mHealth technology and privacy concerns were the reasons for the lack of use of this technology by SLPs. CONCLUSIONS: SLPs are willing to use mHealth technology after solving the related challenges, including payment of costs and privacy concerns. However, SLPs believed that this technology will not be a suitable alternative to face-to-face sessions.


Subject(s)
Speech-Language Pathology , Telemedicine , Humans , Speech , Pathologists , Cross-Sectional Studies , Surveys and Questionnaires
5.
Z Gesundh Wiss ; : 1-22, 2023 Feb 02.
Article in English | MEDLINE | ID: mdl-36747505

ABSTRACT

Aim: The use of information-based solutions such as dashboards is on the rise for taking fact-based actions against the COVID-19 crisis. This scoping review aimed to comprehensively investigate COVID-19 dashboards from different technical perspectives. Subject and methods: Three main bibliographic databases, PubMed, Web of Science, and Scopus, were searched on 28 August 2021 to retrieve relevant studies. Arksey and O'Malley's (Int J Soc Res Methodol 8(1):19-32, 2005) methodological framework and the enhanced version of this methodology developed by Levac et al. (Implement Sci 5(1):1-9, 2010) were adopted for conducting this review. Results: In total, 26 articles were included. The COVID-19 dashboards mainly focused on the infected (n = 25), deceased (n = 17), and recovered cases (n = 13), as well as the performed test (n = 10). Most of the dashboards were interactive, with public accessibility targeting various user groups. While some dashboards were both informative and supportive (38%), most were mainly informative (92%). The dashboard data were generally analyzed using simple techniques (58%) and delivered through web-based applications (88%). Conclusion: Dashboards can help immediately manage, analyze, and summarize a huge amount of information about a COVID-19 outbreak. The findings revealed that the developed COVID-19 dashboards share more or less analogous characteristics that could lay the groundwork for designing and developing dashboards for any other pandemic.

6.
J Educ Health Promot ; 11: 182, 2022.
Article in English | MEDLINE | ID: mdl-36003253

ABSTRACT

BACKGROUND: Hospital Statistics and Information System is one of the most important health information systems in Iran used in all hospitals in this country. Usability problems can reduce the speed and precision of users when interacting with this system. This study aimed to identify the usability problems of a national health system called "AVAB". MATERIALS AND METHODS: This descriptive cross-sectional study was conducted in 2020, and three experts evaluated the usability of this system independently by the heuristic evaluation method. Nielsen's usability principles were used to identify usability problems and to classify their severity. RESULTS: A total of 86 unique problems were identified. The highest number of problems were related to the two principles of "help and documentation" and "match between system and the real world" with 23 and 11 usability problems, respectively. The lowest number of problems were related to the two principles of "visibility of system status" and "help users recognize, diagnose, and recover from errors," each with three problems. 58.1% of the identified problems were in the group of major and catastrophic problems. CONCLUSIONS: With the help of heuristic evaluation method, a significant number of usability problems of Hospital Statistics and Information System were identified. Most of the identified problems were major and catastrophic, and it is necessary to solve these problems by the designers and developers of this system.

7.
Osong Public Health Res Perspect ; 13(3): 174-183, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35820666

ABSTRACT

In neonates, bilirubin tends to be deposited in body tissues, especially the skin and mucous membranes. Jaundice is an early symptom of bilirubin excretion disorders. Therefore, the aim of this study was to investigate the effect of clofibrate on reducing neonatal jaundice. In this systematic review, international databases, including PubMed, Scopus, Web of Science, Embase, Cochrane, and Google Scholar, were searched without time and language restrictions. The reference lists of all studies ultimately included were manually searched. In the 17 articles reviewed, with a sample size of 665 people published between 2005 and 2019, the average weight of the neonates varied from 2,186 g to 4,000 g. Furthermore, the average age of neonates varied from 2 days to 9 days. Four doses of clofibrate (25, 30, 50, 100 mg/kg of neonatal body weight) were used. The bilirubin level of neonates significantly decreased in the intervention group 24, 36, 48, and 72 hours after the start of treatment. Clofibrate administration decreased total serum bilirubin, especially from the second day onwards, and also reduced hospitalization time, hospital costs, and side effects from hospitalization.

8.
J Healthc Eng ; 2022: 4814945, 2022.
Article in English | MEDLINE | ID: mdl-35509705

ABSTRACT

Introduction: Treatment of speech disorders during childhood is essential. Many technologies can help speech and language pathologists (SLPs) to practice speech skills, one of which is digital games. This study aimed to systematically investigate the games developed to treat speech disorders and their challenges in children. Methods: A comprehensive search was conducted in four databases, including Medline (through PubMed), Scopus, Web of Science, and IEEE Xplore, to retrieve English articles published by July 14, 2021. The articles in which a digital game was developed to treat speech disorders in children were included in the study. Then, the features of the designed games and their challenges were extracted from the studies. Results: After reviewing the full texts of 69 articles and assessing them in terms of inclusion and exclusion criteria, 27 articles were included in the systematic review. In these articles, 59.25% of the games had been developed in English language and children with hearing impairments had received much attention from researchers compared to other patients. Also, the Mel-Frequency Cepstral Coefficients (MFCC) algorithm and the PocketSphinx speech recognition engine had been used more than any other speech recognition algorithm and tool. In terms of the games, 48.15% had been designed in a way that children could practice with the help of their parents. The evaluation of games showed a positive effect on children's satisfaction, motivation, and attention during speech therapy exercises. The biggest barriers and challenges mentioned in the studies included sense of frustration, low self-esteem after several failures in playing games, environmental noise, contradiction between games levels and the target group's needs, and problems related to speech recognition. Conclusion: The results of this study showed that the games positively affect children's motivation to continue speech therapy, and they can also be used as the SLPs' aids. Before designing these tools, the obstacles and challenges should be considered, and also, the solutions should be suggested.


Subject(s)
Speech Disorders , Speech Therapy , Child , Humans , Motivation , Perception , Speech
9.
BMC Psychiatry ; 22(1): 178, 2022 03 12.
Article in English | MEDLINE | ID: mdl-35279108

ABSTRACT

BACKGROUND: Bipolar disorder (BD) is a multifactorial condition. Several signaling pathways affect development of this disorder. With the purpose of exploring the role of vitamin D receptor (VDR) signaling in this disorder, we measured expression of selected mRNA coding genes and long non-coding RNAs (lncRNAs) in this pathway in patients versus normal subjects. METHODS: We measured expression of VDR-associated lncRNAs and mRNAs (SNHG6, MALAT1, Linc00511, Linc00346, VDR and CYP27B1) in the peripheral blood of BD patients vs. healthy individuals. RESULTS: Expression of SNHG6 was significantly higher in cases vs. controls (Posterior beta = 1.29, P value < 0.0001. Subgroup analysis by sex revealed significant results in both subgroups (P value < 0.0001 and P value = 0.023 for males and females, respectively). Expression of CYP27B1 was up-regulated in cases vs. controls (Posterior beta = 0.415, P < 0.0001). Such pattern was also detected among males (P < 0.0001), but not females (P = 0.419). Similarly, MALAT1 and Linc00346 were up-regulated in total cases vs. controls (Posterior beta = 0.694, P < 0.0001 and Posterior beta = 0.4, P = 0.012, respectively) and in male cases compared with male controls (Posterior beta = 0.712, P < 0.0001 and Posterior beta = 0.41, P value = 0.038, respectively). Expression of VDR was up-regulated in total cases compared with controls (Posterior beta = 0.683, P value = 0.001). Finally, expression of Linc00511 was not different between groups. MALAT1, SNHG6, CYP27B1, VDR and Linc00346 had AUC values of 0.95, 0.94, 0.91, 0.85 and 0.83 in differentiation of male patients from controls, respectively. CONCLUSION: The current study suggests VDR-associated genes as possible markers for BD.


Subject(s)
Bipolar Disorder , RNA, Long Noncoding , 25-Hydroxyvitamin D3 1-alpha-Hydroxylase/genetics , 25-Hydroxyvitamin D3 1-alpha-Hydroxylase/metabolism , Bipolar Disorder/genetics , Female , Humans , Male , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Receptors, Calcitriol/genetics , Receptors, Calcitriol/metabolism , Signal Transduction , Vitamin D
10.
Iran J Public Health ; 51(1): 27-36, 2022 Jan.
Article in English | MEDLINE | ID: mdl-35223623

ABSTRACT

BACKGROUND: Surgical smoke is an integral part of surgical operations that the surgical team has been exposed to for so long. This study aimed to investigate the effects of smoke, on members of the surgical team. METHODS: A systematic review was conducted focusing on the complexity of surgical smoke. PubMed, Scopus and web of science databases were searched until May 2020 without any time or language limitation. All documents were reviewed by title or abstract according to the search strategy. The screening process of articles was performed by two independent authors. The articles were selected according to the inclusion and exclusion criteria. RESULTS: Overall, 37 studies in this systematic study were investigated. The effects of many surgical smokes were found in a nutshell including complications such as carcinogenic, toxicity, mutation, irritant, transmission of tumor cells, virus transmission, headaches, dizziness, sleepiness, headache, the bad odor in head hair, the tearing of the eye on the surgical team and staff. CONCLUSION: Surgical smoke, produced during surgical operations, is one of the risks and threats to which the surgical team and operating room staff are at risk then can affect the organs of different bodies from the body of all operating room staff and surgical team.

11.
Comput Intell Neurosci ; 2021: 5478157, 2021.
Article in English | MEDLINE | ID: mdl-34804144

ABSTRACT

BACKGROUND: Leukemia is fatal cancer in both children and adults and is divided into acute and chronic. Acute lymphoblastic leukemia (ALL) is a subtype of this cancer. Early diagnosis of this disease can have a significant impact on the treatment of this disease. Computational intelligence-oriented techniques can be used to help physicians identify and classify ALL rapidly. Materials and Method. In this study, the utilized dataset was collected from a CodaLab competition to classify leukemic cells from normal cells in microscopic images. Two famous deep learning networks, including residual neural network (ResNet-50) and VGG-16 were employed. These two networks are already trained by our assigned parameters, meaning we did not use the stored weights; we adjusted the weights and learning parameters too. Also, a convolutional network with ten convolutional layers and 2∗2 max-pooling layers-with strides 2-was proposed, and six common machine learning techniques were developed to classify acute lymphoblastic leukemia into two classes. RESULTS: The validation accuracies (the mean accuracy of training and test networks for 100 training cycles) of the ResNet-50, VGG-16, and the proposed convolutional network were found to be 81.63%, 84.62%, and 82.10%, respectively. Among applied machine learning methods, the lowest obtained accuracy was related to multilayer perceptron (27.33%) and highest for random forest (81.72%). CONCLUSION: This study showed that the proposed convolutional neural network has optimal accuracy in the diagnosis of ALL. By comparing various convolutional neural networks and machine learning methods in diagnosing this disease, the convolutional neural network achieved good performance and optimal execution time without latency. This proposed network is less complex than the two pretrained networks and can be employed by pathologists and physicians in clinical systems for leukemia diagnosis.


Subject(s)
Deep Learning , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Artificial Intelligence , Humans , Machine Learning , Neural Networks, Computer , Precursor Cell Lymphoblastic Leukemia-Lymphoma/diagnosis
13.
J Cell Biochem ; 120(10): 17831-17837, 2019 10.
Article in English | MEDLINE | ID: mdl-31172586

ABSTRACT

The brain-derived neurotrophic factor (BDNF) is a certain type of growth factor that participates in the correct construction of the brain. Moreover, some reports have shown its participation in the tumorigenesis process. A long noncoding RNA known as BDNF-antisense (BDNF-AS) is shown to be transcribed from the antisense direction of the BDNF gene and control its expression. In the current study, we compared expression levels of BDNF and its antisense in gastric cancer tissues and adjacent noncancerous tissues (ANCTs) using quantitative real-time polymerase chain reaction. Expression of both genes tended to decrease in gastric cancer tissues in comparison with ANCTs (expression ratio = 0.4 and P = .06 for BDNF; expression ratio = 0.35 and P = .05 for BDNF-AS, respectively). Relative transcript levels of both genes were remarkably associated with the site of primary tumor in a way that all cardia tumors had low levels of both BDNF and BDNF-AS in comparison with their paired ANCTs (P = .002 and P = <.001). We also found higher amounts of both genes in malignant samples obtained from older patients (P = .01 and P = .03 for BDNF and BDNF-AS, respectively). Besides, BDNF expression was higher in tumors with lymphatic/vascular invasion (P = .01). There was also a trend toward upregulation of BDNF-AS in tumors with lymphatic/vascular invasion (P = .05). The current study underscores the role of BDNF and BDNF-AS in the pathogenic process leading to gastric cancer.


Subject(s)
Brain-Derived Neurotrophic Factor/genetics , Down-Regulation/genetics , Gene Expression Regulation, Neoplastic , Stomach Neoplasms/genetics , Adolescent , Adult , Brain-Derived Neurotrophic Factor/metabolism , Female , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Male , Middle Aged , RNA, Antisense/genetics , RNA, Antisense/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Young Adult
14.
AIMS Public Health ; 6(4): 514-522, 2019.
Article in English | MEDLINE | ID: mdl-31909071

ABSTRACT

INTRODUCTION: In spite of the fact that telemedicine has various advantages; similarly as in some other data systems, it is essential to investigate clients' perspective of technology. Besides, the clients' awareness and satisfaction of the telemedicine are significant issues that ought to be considered before starting a telemedicine program. The present examination in this way looks to assess Iranian doctors' demeanor and recognition toward the infrastructures of telemedicine development and implementation. METHODS: The participants of this examination included doctors working in health care organizations subsidiary to Semnan University of Medical Sciences during 2019 in Iran. A valid and reliable questionnaire was used in order to evaluate the subjects' attitudes. RESULTS: The mean score of physicians' attitudes towards human factors was 3.43 ± 0.59, towards educational factors was 3.68 ± 0.94 and towards security factors was 3.50 ± 0.52. Regression analysis showed that there were significant relationships between physicians' knowledge and their attitudes towards human (P < 0.001), educational (P < 0.001) and security (P = 0.046) infrastructures. CONCLUSION: the findings of this study show that there are several obstacles that can be reduced through teaching, change-management methods and personal patient-to-provider communication. These techniques can improve acceptance and continuous usage of telemedicine among Iranian physicians.

15.
Interv Med Appl Sci ; 11(1): 8-16, 2019 Mar.
Article in English | MEDLINE | ID: mdl-32148898

ABSTRACT

INTRODUCTION: Non-adherence in patients with hypertension directly exacerbates clinical outcomes. The purpose of the present research is to study the recognition of the relationships between the perceived social support and self-efficacy and the satisfaction of health care agents and the interaction of the patient with therapeutic personnel and access to health care and the behaviors of adherence to treatment in the patients who suffer hypertension. MATERIALS AND METHODS: This descriptive cross-sectional correlation study recruited 250 patients from a specialized hypertension clinic in Semnan, who completed the following questionnaires: Multidimensional Scale of Perceived Social Support, self-efficacy, adherence to treatment, access to and satisfaction with health care, and the patient's interaction with treatment personnel. RESULTS: An overall statistical description of the sample consists of 89 (35.6%) men and 161 (64.4%) women (SD = 10.41, range = 51.98). Regression coefficient of previous variables (three steps) shows that self-efficacy share, consent form civil services, and job could demonstrate with 99% certainty in the changes of treatment conformity in a meaningful way. CONCLUSIONS: High self-efficacy, satisfaction with health care, and a favorable job have a high direct effect on adherence to treatment in patients with hypertension and controlling hypertension. Social support and education do not have a significant impact on adherence to treatment.

16.
Acta Inform Med ; 27(5): 311-317, 2019 Dec.
Article in English | MEDLINE | ID: mdl-32210498

ABSTRACT

INTRODUCTION: New technologies, including health information technologies, play an important role in effectiveness of management and nursing care services. AIM: This study was aimed to determining the use of health information technology in patient care management in a case study in Iran. METHODS: This Mixed method study was conducted in 2018 in Kowsar Hospital of Semnan, Iran. Data gathered by an observational checklist and one questionnaire included two main parts, one demographic and another assessment of information technology use in care management of inpatients. The researcher prepared the questionnaire and its validity was verified. The data were organized and analyzed in the form of a descriptive analytic report. In the process of data collection, 10 participants including nurses, head nurses, physicians, radiology experts and Information Technology (IT) managers were interviewed and data analyzed using Directed Content Analysis. RESULTS: Nurses were satisfied with the computerized system and believed it can facilitate the affair. From the nurse's viewpoint, the most common use of the Health Information Technology (HIT) were access (observation) of patients admit and discharge information (100%), providing medicine and equipment, transfer of patients (92.3%). The least of them were retrieve of evidence in the care process (0 %) and judgment and analysis of radiological diagnostic procedures (0%). The potential of electronic record is not still applicable. CONCLUSION: Use of modern information and communication technology in hospitals facilitates access and transfer of information, and also accelerates patient's admission and discharge process, relation between hospital units, providing medical equipment supporting affairs' process and diagnostic procedures. However, modifying organizational policies, improve the infrastructure and enhancing nurses' motivation in documenting nursing reports can be effective in increasing the impact of information technology in care management processes especially in electronic record and nurse's clinical judgment and evidence-based care.

17.
Electron Physician ; 10(5): 6829-6835, 2018 May.
Article in English | MEDLINE | ID: mdl-29997768

ABSTRACT

BACKGROUND AND AIM: Since hospital information systems (HISs) are among the most important information systems in the health sector, the present study aimed to shed light upon the situation of HISs in selected countries of the Persian Gulf region to reflect national strategies and activities in the case of HISs. METHODS: In this descriptive cross-sectional study, the information about HISs status of the selected countries of the Persian Gulf region were obtained through approaches including review of national and international resources. Then, according to aspects included in HIS status, content analysis was performed. Information obtained from content analysis after several stages of reading, was categorized and then findings, presented. RESULTS: The findings revealed that the surveyed countries have widely used HISs since the 1980s. HIS use and development vary to a certain extent. Since the middle of the first decade of the 21st century, Ministry of Health officials of the studied countries have considered the importance of HIS's integration and creating Electronic Health Record where, Oman, Bahrain and UAE are among the leading countries. CONCLUSION: Since the emergence of HISs in healthcare centers, these countries have employed various approaches. In any case, in order to avoid wasting important resources, including financial and human ones, the use of successful experiences of other countries along with the formulation of a comprehensive plan is highly recommended while considering all HIS aspects, including national and international standards.

18.
Int J Equity Health ; 17(1): 77, 2018 06 14.
Article in English | MEDLINE | ID: mdl-29898724

ABSTRACT

BACKGROUND: Suicide is a major global health problem, especially among youth. Suicide is known to be associated with a variety of social, economic, political and religious factors, vary across geographical and cultural regions. The current study aimed to investigate the effects of socioeconomic factors on suicide mortality rate across different regions in Iran. METHODS: The data on distribution of population and socio-economic factors (such as unemployment rate, divorce rate, urbanization rate, average household expenditure etc.) at province level were obtained from the Statistical Centre of Iran and the National Organization for Civil Registration. The data on the annual number of deaths caused by suicide in each province was extracted from the published reports of the Iranian Forensic Medicine Organization. We used a decomposition model to distinguish between spatial and temporal variation in suicide mortality. RESULTS: The average rate of suicide mortality was 5.5 per 100,000 population over the study period. Across the provinces (spatial variation), suicide mortality rate was positively associated with household expenditure and the proportion of people aged 15-24 and older than 65 years and was negatively associated with the proportion of literate people. Within the provinces (temporal variation), higher divorce rate was associated with higher suicide mortality. By excluding the outlier provinces, the results showed that in addition to the proportion of people aged 15-24 and older than 65, divorce and unemployment rates were also significant predictors of spatial variation in suicide mortality while divorce rate was associated with higher suicide mortality within provinces. CONCLUSION: The findings indicate that both spatial and temporal variations in suicide mortality rates across the provinces and over time are determined by a number of socio-economic factors. The study provides information that can be of importance in developing preventive strategies.


Subject(s)
Socioeconomic Factors , Suicide/statistics & numerical data , Adolescent , Adult , Aged , Divorce , Female , Humans , Iran/epidemiology , Male , Middle Aged , Residence Characteristics , Unemployment , Young Adult
19.
Acta Inform Med ; 24(5): 338-342, 2016 Oct.
Article in English | MEDLINE | ID: mdl-28077889

ABSTRACT

INTRODUCTION: Differential diagnosis of Erythmato-Squamous Diseases (ESD) is a major challenge in the field of dermatology. The ESD diseases are placed into six different classes. Data mining is the process for detection of hidden patterns. In the case of ESD, data mining help us to predict the diseases. Different algorithms were developed for this purpose. OBJECTIVE: we aimed to use the Classification and Regression Tree (CART) to predict differential diagnosis of ESD. METHODS: we used the Cross Industry Standard Process for Data Mining (CRISP-DM) methodology. For this purpose, the dermatology data set from machine learning repository, UCI was obtained. The Clementine 12.0 software from IBM Company was used for modelling. In order to evaluation of the model we calculate the accuracy, sensitivity and specificity of the model. RESULTS: The proposed model had an accuracy of 94.84% (. STANDARD DEVIATION: 24.42) in order to correct prediction of the ESD disease. CONCLUSIONS: Results indicated that using of this classifier could be useful. But, it would be strongly recommended that the combination of machine learning methods could be more useful in terms of prediction of ESD.

20.
Acta Inform Med ; 23(2): 105-7, 2015 Apr.
Article in English | MEDLINE | ID: mdl-26005277

ABSTRACT

BACKGROUND: The importance of the electronic health records in health care well known to everybody, as well as, the role of nurses to provide clinical care; they have a valuable role in successful implementation of electronic systems. The aim of this paper is to assess the nurses' readiness for EHR implementation. METHODS AND MATERIALS: This was a descriptive cross sectional study, conducted in 2013. Using cluster sampling, 310 nurses selected from teaching hospitals at Tehran University of Medical Sciences (TUMS). A self-structured questionnaire was used for gathering data. Data management and analysis was performed using SPSS for windows by using descriptive statistics. RESULTS: 85.9% of nurses, participated in the study. The Microsoft Word (58.8%) was the higher level of skill according to ICDL. The mean of computer skills, knowledge and attitude of nurses towards EHR was 43.4%, 51.2% and 65.2%, respectively. In overall, the mean of readiness of nurses was 57.2%. Establish proper communication among providers and prevent duplications was the most positive attitude and complexity of service delivery was the most negative attitude toward EHR. CONCLUSION: The most obvious finding to emerge from this study is that it should be considered in the education, training and participation of nurses, it should be ensured the level of knowledge and attitude toward EHR and finally, some related courses in Health Information Systems suggested including the curriculum of nursing.

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