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Showing 13 results for Mohammadzadeh
H Dargahi , R Safdari , M Mahmoudi , N Mohammadzadeh ,
Volume 1, Issue 1 (9 2007)
Volume 1, Issue 1 (9 2007)
Abstract
Background: Study of the attitudes of health information management experts in health systems could be regarded in order to maximize utilization of information. The research reported here aimed to study of attitudes of medical records departments in Iran about mechanisms of development of health care system information technology.
Material and method: A cross- sectional research was developed by a questionnaire to study the attitudes of medical records departments of 17 universities by mail in Iran. 49 of them completed the questionnaire and returned it to us. Therefore the response rate was 70 percent. The data were saved by SPSS software and analyzed by statistical method.
Results: Faculty members of universities of medical sciences believe that the must hindrances of development of electronic health records in Iran are low budget and lack of standards.
Conclusion: Utilization of health information management experts attitudes could be assured the improvement of health care information technology.
Marjan Ghazi Saeedi, Reza Safdari, Roya Sharifian, Niloofar Mohammadzadeh,
Volume 7, Issue 5 (1-2014)
Volume 7, Issue 5 (1-2014)
Abstract
Background and Aim: If the evaluation is done from the perspective of users, Successful development of measures and features related to use and implementation of hospital information system and identify areas that need further consideration is to be provided. The main purpose of this study was assessment the views of physicians and nurses of hospital information system identify the effective criteria for the use of it and their satisfaction.
Materials and Methods: Present research is a descriptive cross-sectional study and was applied in public- education hospitals of Tehran University of Medical Sciences in 2012- 2013. The main tool was a questionnaire prepared by reviewing relevant literature in databases Iranmedex, Magiran, SID, PubMed, Science direct, Google scholar, and surveys by experts. In order to determine the validity, a questionnaire was distributed among 5 experts in the area of information technology. After completion of the questionnaires, results were analyzed using software SPSS17.
Results: Information systems in half of the hospitals surveyed from the perspective of research community have an average of 30 - 60 percent capabilities in order management. Also users in all surveyed hospitals with more than 43 % agree the ease of using hospital systems.
Conclusion : User satisfaction is a guarantee for the implementation of information system. To improve the situation and move towards the ideal condition we suggest users needs in hospital information systems should be considered. Also design and system should be Compatible with the skills and knowledge of users as possible.
Khalil Ali Mohammadzadeh, Hamid Reza Mohseni,
Volume 10, Issue 1 (4-2016)
Volume 10, Issue 1 (4-2016)
Abstract
Background and Aim: With regard to the effect of environmental health for employees, and with regard to the lack of a proper plan for identifying and controlling harmful occupational factors, it is necessary to create workplace health identification cards. The aim of this research is to design an identification card, which includes all the information about the workplace health of the employees of administrative section of a ministry, which could be updated in specific time intervals.
Materials and Methods: The present research was an applied, descriptive and observational study which was conducted in 2015 in 100 work stations which were randomly selected in a governmental ministry through designing of two forms, including the information about workplace building, and the health information of the work station. The employees were also interviewed in order to collect data about each workstation regarding the machines for measuring the light, sound, temperature, ventilation, and rays. The opinions of four experts in the fields of environmental health, public health, occupational health, and civil health was used to analyze the data.
Results: A workplace health identification card was designed and determined through using the data obtained in this research. The following issues from this identification card, including standardizing the workplace of administrative employees, creating a data bank from the information, related to workplace health.
Conclusion: Workplace health identification card will be created and the standard management procedure will be designed for the purpose of health inspections of the workplace of administrative employees through the data extracted from this research.
Niloofar Mohammadzadeh, Reza Safdari,
Volume 11, Issue 2 (7-2017)
Volume 11, Issue 2 (7-2017)
Abstract
Background and Aim: Agents can provide suitable infrastructure for follow-up data analysis and Chronic Heart Failure (CHF) management due to their many advantages such as autonomy and pro-activeness. The aim of this article is to explain the key points which should appropriately be considered in designing a CHF management system.
Materials and Methods: In this literature review, articles with the following keywords were searched in ScienceDirect, Google Scholar and PubMed databases without regard to their publication year: multi-agent system, chronic heart failure, and chronic disease management.
Results: In designing CHF management through a multi-agent system approach, there are key points in general and specific aspects that must be considered; for example, confidentiality and privacy, architecture, appropriate information and communication technology infrastructure, and legal and ethical issues.
Conclusion: Clearly, identifying and resolving technical and non-technical challenges are vital to the successful implementation of this technology. Thus, in the design and implementation of agent-based systems, many issues should be considered; for instance, reduced face-to-face communication between patients and doctors that can lead to increased stress in some CHF patients, appropriate architecture and application of communication standards and protocols, the mode of communication between agents, users’ attitudes, supporting stakeholders to use agent technology, sufficient budget, coverage of healthcare costs based on agent technology, financial capability, and identification of opportunities and barriers.
Materials and Methods: In this literature review, articles with the following keywords were searched in ScienceDirect, Google Scholar and PubMed databases without regard to their publication year: multi-agent system, chronic heart failure, and chronic disease management.
Results: In designing CHF management through a multi-agent system approach, there are key points in general and specific aspects that must be considered; for example, confidentiality and privacy, architecture, appropriate information and communication technology infrastructure, and legal and ethical issues.
Conclusion: Clearly, identifying and resolving technical and non-technical challenges are vital to the successful implementation of this technology. Thus, in the design and implementation of agent-based systems, many issues should be considered; for instance, reduced face-to-face communication between patients and doctors that can lead to increased stress in some CHF patients, appropriate architecture and application of communication standards and protocols, the mode of communication between agents, users’ attitudes, supporting stakeholders to use agent technology, sufficient budget, coverage of healthcare costs based on agent technology, financial capability, and identification of opportunities and barriers.
Yousef Mohammadzadeh, Narges Taghizadeh, Elmnaz Nazariyan,
Volume 11, Issue 2 (7-2017)
Volume 11, Issue 2 (7-2017)
Abstract
Background and Aim: When there is a big difference among income groups in a society, public health and healthcare costs may be affected through multiple channels. The present study aimed to investigate the effects of inequality and poverty (and other socio-economic characteristics of communities) on public health indicators and the structure of cost payments.
Materials and Methods: The present applied descriptive study has been conducted in 34 countries of the world (in terms of having regular data about income inequality) during 1995-2012 using a panel data approach. Eviews 9 software was used to estimate the models. The estimates were done in separate models for health indices and the related costs.
Results: Income inequality and poverty on the one hand reduce public health, and on the other hand increase people’s share of healthcare payments. Besides, the level of education promotes the community’s public health and reduces direct out-of-pocket and private payments. However, population density in large cities leads to the increase of private health expenditure and direct out-of-pocket payments.
Conclusion: On the path of economic development, we should pay special attention to income inequality among the members of society. Following inequality and higher relative poverty, mental and emotional problems deepen in society, and the health of individuals is seriously damaged. Byweakening the efficient management of health sector, this issue increases the individuals’ direct out-of-pocket payments and, therefore, doubly deteriorates public health.
Materials and Methods: The present applied descriptive study has been conducted in 34 countries of the world (in terms of having regular data about income inequality) during 1995-2012 using a panel data approach. Eviews 9 software was used to estimate the models. The estimates were done in separate models for health indices and the related costs.
Results: Income inequality and poverty on the one hand reduce public health, and on the other hand increase people’s share of healthcare payments. Besides, the level of education promotes the community’s public health and reduces direct out-of-pocket and private payments. However, population density in large cities leads to the increase of private health expenditure and direct out-of-pocket payments.
Conclusion: On the path of economic development, we should pay special attention to income inequality among the members of society. Following inequality and higher relative poverty, mental and emotional problems deepen in society, and the health of individuals is seriously damaged. Byweakening the efficient management of health sector, this issue increases the individuals’ direct out-of-pocket payments and, therefore, doubly deteriorates public health.
Sorayya Rezayi , Ali Asghar Safaei , Nilofar Mohammadzadeh ,
Volume 11, Issue 6 (3-2018)
Volume 11, Issue 6 (3-2018)
Abstract
Background and Aim: Nowadays, one of the most important areas of application of information technology in the health sector is monitoring patients' condition. Recently utilization of body area sensor networks in healthcare had significant advances. The purpose of this article is to examine the applications of wireless health sensor networks in the field of health.
Materials and Methods: This study was a review study which was done by searching in reliable scientific sources such as Pubmed, IEEE, Science Direct, Springer and other Persian information sources like Magiran and Sid. In order to search English sources, keywords such as “Wearable and implantable body sensors” “Body area sensor network”, and in order to search in Persian sources, keywords such as “implantable and wearable network nodes”, were used.
Results: The tasks of the body sensor networks are to monitor the important parameters of the body, which are vital signs of ill health and illness. Additionally, various types of sensor networks can control various illnesses, for example, heart disease, neoplasms, diabetes, kidney disease, Parkinson's disease, infectious diseases, and so on. Also a variety of wireless body sensor networks in the medical field are divided into two main categories: the wearable wireless body area networks and the implantable wireless body area network.
Conclusion: The use of body sensor networks has a tremendous impact on health and leads to improvements in the life quality and comfort of patients. These technologies are improving, and their development aims to help patients, doctors and the treatment team.
Materials and Methods: This study was a review study which was done by searching in reliable scientific sources such as Pubmed, IEEE, Science Direct, Springer and other Persian information sources like Magiran and Sid. In order to search English sources, keywords such as “Wearable and implantable body sensors” “Body area sensor network”, and in order to search in Persian sources, keywords such as “implantable and wearable network nodes”, were used.
Results: The tasks of the body sensor networks are to monitor the important parameters of the body, which are vital signs of ill health and illness. Additionally, various types of sensor networks can control various illnesses, for example, heart disease, neoplasms, diabetes, kidney disease, Parkinson's disease, infectious diseases, and so on. Also a variety of wireless body sensor networks in the medical field are divided into two main categories: the wearable wireless body area networks and the implantable wireless body area network.
Conclusion: The use of body sensor networks has a tremendous impact on health and leads to improvements in the life quality and comfort of patients. These technologies are improving, and their development aims to help patients, doctors and the treatment team.
Reza Safdari , Niloofar Mohammadzadeh , Nasim Shokouhi, Azizeh Farzinmehr, Mehrshad Mokhtaran, Shahrbanoo Pahlevanynejad, Mahnaz Mirsane,
Volume 13, Issue 5 (Dec & Jan 2020)
Volume 13, Issue 5 (Dec & Jan 2020)
Abstract
Background and Aim: Pelvic floor disorders are a common disease which, with varying degrees of severity, disrupts daily life and also decreases the quality of life of the individual. This disease can be cured by lifestyle modifications and self-care education; on the other hand, smartphones have become a good platform for health services and therapeutic interventions. The aim of this study was to identify information and educational components for the self-care application of women with pelvic floor disorders.
Materials and Methods: This descriptive study was performed in Yas Hospital affiliated to Tehran University of Medical Sciences. According to Morgan table, 30 gynecologists who were randomly selected were included in the study. The data gathering tool was a researcher-made questionnaire which its validity and reliability were confirmed (α=0.85) and its content was provided by reviewing the scientific sources.
Results: The results of the analyzes showed that from the experts’ point of view the interventional section including reminders, daily activities diaries and targeting with an average score of 4.14 has been of great importance. Since then, the applied and self-care section with an average score of 4.364is ranked second in priority.
Conclusion: According to a survey by experts who play a major role in the management of the disease. The essential components of this application were identified in three main sections consist of: electronic records, the interventional section and the practical and self-care and their subsections.
Materials and Methods: This descriptive study was performed in Yas Hospital affiliated to Tehran University of Medical Sciences. According to Morgan table, 30 gynecologists who were randomly selected were included in the study. The data gathering tool was a researcher-made questionnaire which its validity and reliability were confirmed (α=0.85) and its content was provided by reviewing the scientific sources.
Results: The results of the analyzes showed that from the experts’ point of view the interventional section including reminders, daily activities diaries and targeting with an average score of 4.14 has been of great importance. Since then, the applied and self-care section with an average score of 4.364is ranked second in priority.
Conclusion: According to a survey by experts who play a major role in the management of the disease. The essential components of this application were identified in three main sections consist of: electronic records, the interventional section and the practical and self-care and their subsections.
Zahra Mohammadzadeh, Hamid Reza Saeidnia, Ali Ghorbi,
Volume 14, Issue 3 (Aug & Sep 2020)
Volume 14, Issue 3 (Aug & Sep 2020)
Abstract
Background and Aim: A hospital website is an appropriate system for exchanging information and connecting patients, hospitals and medical staff. The purpose of this study was to identify and classify desirable web-based services in websites of Iran's hospitals based on Kano’s Customer Satisfaction Model.
Materials and Methods: This was a survey study. The statistical population of the study consisted of hospital website users, of whom 120 were randomly selected. The data collection tool was a questionnaire based on Kano model. The validity of the questionnaire was confirmed by the information science and health information technology (HIT) professors. Data were analyzed using Kano model evaluation table, Excel software, and descriptive statistics. Cronbach's alpha test was used to determine reliability (a=0.82).
Results: First, the desirable web-based services of the hospitals’ websites were identified. Then, 67 identified services were classified into mandatory criteria (29 services), one-dimensional criteria (15 services), attractive criteria (14 services) and indifferent criteria (9 services). Most services were mandatory, attractive, one-dimensional and indifferent in content components.
Conclusion: Most services identified in this study were on the websites of the world's leading hospitals; HIT designers and professionals and hospital managers are expected to use such services in designing hospital websites. Although the comments of site designers and experts were practical in some cases, they attracted a limited number of users due to their unfamiliarity with specialized website design topics.
Materials and Methods: This was a survey study. The statistical population of the study consisted of hospital website users, of whom 120 were randomly selected. The data collection tool was a questionnaire based on Kano model. The validity of the questionnaire was confirmed by the information science and health information technology (HIT) professors. Data were analyzed using Kano model evaluation table, Excel software, and descriptive statistics. Cronbach's alpha test was used to determine reliability (a=0.82).
Results: First, the desirable web-based services of the hospitals’ websites were identified. Then, 67 identified services were classified into mandatory criteria (29 services), one-dimensional criteria (15 services), attractive criteria (14 services) and indifferent criteria (9 services). Most services were mandatory, attractive, one-dimensional and indifferent in content components.
Conclusion: Most services identified in this study were on the websites of the world's leading hospitals; HIT designers and professionals and hospital managers are expected to use such services in designing hospital websites. Although the comments of site designers and experts were practical in some cases, they attracted a limited number of users due to their unfamiliarity with specialized website design topics.
Marjan Ghazi Saeedi, Gholam Reza Esmaeili Javid, Niloufar Mohammadzadeh, Hamide Asadallah Khan Vali,
Volume 14, Issue 5 (Dec & Jan 2021)
Volume 14, Issue 5 (Dec & Jan 2021)
Abstract
Background and Aim: Diabetes is one of the most common metabolic diseases in the world, of which one of the most common and painful complications is diabetic foot ulcer. The accuracy and comprehensiveness of the contents of electronic medical record is effective in improving the quality of treatment and the care of diabetic foot ulcer patients. The aim of this study is to determine the minimum data set (MDS) essential for diabetic foot patients' electronic medical records.
Materials and Methods: In this descriptive-analytical study, authoritative internet and library resources were studied to collect diabetic foot ulcer information elements. Fourteen physicians and nurses working and collaborating with the Wound Healing Center affiliated to Academic Center for Education, Culture and Research (ACECR) were selected for clinical survey, and 5 health information technology specialists of Tehran University of Medical Sciences (TUMS) were chosen for demographic information survey. The study tools were a researcher-made questionnaire, CVR content validity method and test-retest method for reliability.
Results: Out of 23 information elements surveyed in demographic section, cases above 99% of the agreement were selected. Also, out of 86 information elements of the clinical section, more than 51% of the cases were selected. Clinical experts included 6 wound specialists, 4 general practitioners and 6 nurses. In the demographic information section, the lowest agreement was related to the element of identity and Education level with 20% agreement. In clinical information, the lowest agreement was related to surgery, leech therapy and MRI of the foot with 0% and PRP, G-CSF, Sono-Doppler liver with 14%.
Conclusion: The minimum information elements of diabetic foot ulcer electronic medical record were divided into history, wound information, lower limb information, paraclinical results, wound management, and follow-up in clinical section; and in demographic information section, they were divided into identity, admission, finance, reporting, and system capability. The proposed model for manual and electronic medical records is available.
Materials and Methods: In this descriptive-analytical study, authoritative internet and library resources were studied to collect diabetic foot ulcer information elements. Fourteen physicians and nurses working and collaborating with the Wound Healing Center affiliated to Academic Center for Education, Culture and Research (ACECR) were selected for clinical survey, and 5 health information technology specialists of Tehran University of Medical Sciences (TUMS) were chosen for demographic information survey. The study tools were a researcher-made questionnaire, CVR content validity method and test-retest method for reliability.
Results: Out of 23 information elements surveyed in demographic section, cases above 99% of the agreement were selected. Also, out of 86 information elements of the clinical section, more than 51% of the cases were selected. Clinical experts included 6 wound specialists, 4 general practitioners and 6 nurses. In the demographic information section, the lowest agreement was related to the element of identity and Education level with 20% agreement. In clinical information, the lowest agreement was related to surgery, leech therapy and MRI of the foot with 0% and PRP, G-CSF, Sono-Doppler liver with 14%.
Conclusion: The minimum information elements of diabetic foot ulcer electronic medical record were divided into history, wound information, lower limb information, paraclinical results, wound management, and follow-up in clinical section; and in demographic information section, they were divided into identity, admission, finance, reporting, and system capability. The proposed model for manual and electronic medical records is available.
Niloofar Mohammadzadeh, Ziba Mosayebi, Hamid Beigy, Mohammad Shojaeinia,
Volume 14, Issue 6 (Feb & Mar 2021)
Volume 14, Issue 6 (Feb & Mar 2021)
Abstract
Background and Aim: Sepsis is the most important disease in the first 28 days of life and one of the main causes of infant mortality in the intensive care unit. Its definitive diagnosis is possible by performing blood culture. Neonatal sepsis can be a clinical sign of nosocomial infections that are often resistant to antibiotics. Therefore, the purpose of this study was to create and evaluate a hospital sepsis prediction model and present its results to health care providers.
Materials and Methods: In this descriptive-applied study, the research population includes neonates admitted to the intensive care unit of Valiasr Hospital in Tehran and the research sample is the data of 4196 neonates admitted to this ward from 2016 to August, 2020. The initial features for creating a predictive model of sepsis were prepared by examining the relevant information sources and under the supervision of professors and officials of Valiasr Hospital's mother and fetus research center and its validity was confirmed by 5 neonatal professors of this hospital. In this research, machine learning algorithms have been used to create a sepsis prediction model.
Results: Accuracy and AUROC(area under the ROC curve) parameters were used to evaluate the generated models. The highest values of Accuracy and AUROC are related to Adaptive Boosting and random forest algorithms, respectively.
Conclusion: Learning curves show that using different training examples and more complex selection of combination features improves the performance of the models. Further research is needed to evaluate the clinical effectiveness of machine learning models in a trial.
Materials and Methods: In this descriptive-applied study, the research population includes neonates admitted to the intensive care unit of Valiasr Hospital in Tehran and the research sample is the data of 4196 neonates admitted to this ward from 2016 to August, 2020. The initial features for creating a predictive model of sepsis were prepared by examining the relevant information sources and under the supervision of professors and officials of Valiasr Hospital's mother and fetus research center and its validity was confirmed by 5 neonatal professors of this hospital. In this research, machine learning algorithms have been used to create a sepsis prediction model.
Results: Accuracy and AUROC(area under the ROC curve) parameters were used to evaluate the generated models. The highest values of Accuracy and AUROC are related to Adaptive Boosting and random forest algorithms, respectively.
Conclusion: Learning curves show that using different training examples and more complex selection of combination features improves the performance of the models. Further research is needed to evaluate the clinical effectiveness of machine learning models in a trial.
Niloofar Mohammadzadeh, Dr Seyed Hadi Sajjadi, Seyed Hasan Sajjadi,
Volume 15, Issue 1 (Apr & May 2021)
Volume 15, Issue 1 (Apr & May 2021)
Abstract
Background and Aim: Social networks that provide users with health data not only educate them but also play an active role in the health decision-making process. Health social networks, in addition to being a good tool for better patient communication with health care providers, can play an effective role in connecting similar patients with each other to receive social support. Social networking is one of the biggest achievements of Web 2, which facilitates communication between people. Despite the spread of social networks, their use in the field of health is still at its early levels. To implement an information system, it is first necessary to identify, design and model the related processes. The main purpose of this study was to provide technical documentation for the development of social networks in the field of health in order to facilitate future developments.
Materials and Methods: This study was an applied research. Due to the review of texts in the first phase, this research was descriptive. It is also a developmental research due to its technological dimensions in modeling and pattern model presentation. First, extracted features were confirmed based on experts’ opinions. Then, according to the identified features, social network modeling was performed at three levels of data, functional and process. Based on the modeling, a prototype model was designed and evaluated.
Results: In this research, technical documents were prepared for the development of social networks in the field of health in the three axes of data modeling, functional modeling and process modeling. In the usability assessment by Nielsen model, the created prototype based on modeling was evaluated. Finally, the number of problems in each case of the Nielsen model was determined. The case of "Visibility of system status" with 26.31 and "Consistency and standards" with 5.27 were associated with the highest and lowest problems, respectively.
Conclusion: The growing need and expansion of the use of social networks has created a good platform for using this tool in the field of health and exploiting its benefits. The present study focuses on providing technical documentation for the development of health social networks and to facilitate the development of social networks in the field of health.
Materials and Methods: This study was an applied research. Due to the review of texts in the first phase, this research was descriptive. It is also a developmental research due to its technological dimensions in modeling and pattern model presentation. First, extracted features were confirmed based on experts’ opinions. Then, according to the identified features, social network modeling was performed at three levels of data, functional and process. Based on the modeling, a prototype model was designed and evaluated.
Results: In this research, technical documents were prepared for the development of social networks in the field of health in the three axes of data modeling, functional modeling and process modeling. In the usability assessment by Nielsen model, the created prototype based on modeling was evaluated. Finally, the number of problems in each case of the Nielsen model was determined. The case of "Visibility of system status" with 26.31 and "Consistency and standards" with 5.27 were associated with the highest and lowest problems, respectively.
Conclusion: The growing need and expansion of the use of social networks has created a good platform for using this tool in the field of health and exploiting its benefits. The present study focuses on providing technical documentation for the development of health social networks and to facilitate the development of social networks in the field of health.
Leila Shahmoradi, Niloofar Kheradbin, Ahmad Reza Farzanehnejad, Niloofar Mohammadzadeh, Atefeh Ghanbari Jolfaei,
Volume 16, Issue 2 (Jun 2022)
Volume 16, Issue 2 (Jun 2022)
Abstract
Background and Aim: Identifying risk factors is recommended as the first step for depression management in children and adolescents. This study aims to determine the data elements required for developing a clinical decision support system for screening major depression in young people.
Materials and Methods: This research was a descriptive-analytical study. The research population included a variety of mental health specialists that were both psychologists and students in psychiatry and guidance & counseling majors as well as electronic databases including Scopus, Pubmed, Embase, PsychInfo, WOS and Clinical key. The data collection tool was a questionnaire designed in three main sections which was answered by a convenient sample of 8 people who were specialists in the field. To analyze the extracted data Content Validity Ratio (CVR) and Mean measures were calculated for each item in questionnaire. Content Validity Index (CVI) and Cronbach’s Alpha (using SPSS software) were calculated which were equal to 0.74 and 0.824 respectively which confirmed validity and reliability of the research tool.
Results: According to Lawshe’s table, data elements with CVR between 0 and 0.75 and Mean less than 1.5, like “Ethnicity and race” (CVR=-0.25, Mean=1.125), were rejected. Items such as “Gender” (CVR=0.5) with a CVR equal to or less than 0.75, as well as items with a CVR between 0 and 0.75 and a Mean equal to or more than 1.5, like “Marital status” (CVR=0.5, Mean=1.625) were retained and considered to be included as the minimum data set for screening major depression in ages 10 to 25 years. Data elements were categorized in three categories: Demographic, Clinical and Psychosocial
Conclusion: Clinical decision support systems can facilitate providing healthcare at different levels such as screening major depression. These systems can be used for screening major depression risk factors to improve accessibility to mental health practitioners, assure the implementation of guidelines and provide a common language between different levels of healthcare. Determining the minimum data set for screening major depression in ages 10 to 25 years, is the first step toward developing a clinical decision support system for screening individuals for major depression.
Materials and Methods: This research was a descriptive-analytical study. The research population included a variety of mental health specialists that were both psychologists and students in psychiatry and guidance & counseling majors as well as electronic databases including Scopus, Pubmed, Embase, PsychInfo, WOS and Clinical key. The data collection tool was a questionnaire designed in three main sections which was answered by a convenient sample of 8 people who were specialists in the field. To analyze the extracted data Content Validity Ratio (CVR) and Mean measures were calculated for each item in questionnaire. Content Validity Index (CVI) and Cronbach’s Alpha (using SPSS software) were calculated which were equal to 0.74 and 0.824 respectively which confirmed validity and reliability of the research tool.
Results: According to Lawshe’s table, data elements with CVR between 0 and 0.75 and Mean less than 1.5, like “Ethnicity and race” (CVR=-0.25, Mean=1.125), were rejected. Items such as “Gender” (CVR=0.5) with a CVR equal to or less than 0.75, as well as items with a CVR between 0 and 0.75 and a Mean equal to or more than 1.5, like “Marital status” (CVR=0.5, Mean=1.625) were retained and considered to be included as the minimum data set for screening major depression in ages 10 to 25 years. Data elements were categorized in three categories: Demographic, Clinical and Psychosocial
Conclusion: Clinical decision support systems can facilitate providing healthcare at different levels such as screening major depression. These systems can be used for screening major depression risk factors to improve accessibility to mental health practitioners, assure the implementation of guidelines and provide a common language between different levels of healthcare. Determining the minimum data set for screening major depression in ages 10 to 25 years, is the first step toward developing a clinical decision support system for screening individuals for major depression.
Niloofar Mohammadzadeh, Negin Ebrahimi, Mojgan Agah Heris,
Volume 16, Issue 4 (Oct 2022)
Volume 16, Issue 4 (Oct 2022)
Abstract
Background and Aim: According to the report of the World Health Organization, overweight and chronic and psychological diseases caused by it have reached an alarming level in the world. Today, cognitive behavioral therapy as a specific method for controlling overweight teaches the audience how to identify and change inappropriate behavior patterns and destructive thoughts with distress that negatively affect their behavior and emotions. The purpose of this research was to provide a mobile-based application for overweight control with a cognitive-behavioral therapy approach.
Materials and Methods: This research was of applied-developmental type. In the first stage, by examining the available applications based on mobile and related to weight control and also Beck cognitive therapy protocol for weight loss, the capabilities of the application were identified and then based on a survey of experts, these capabilities were determined. Afterwards, the user interface of the application was designed and the necessary coding was done to use it. The database was then created using MySQL software and the application program was created using Flutter software and Dart programming language and was named CBTdiet. Finally, the usability of the application was evaluated by users using a standard QUIS questionnaire.
Results: Based on the entry and exit criteria, among the 247 identified applications, the capabilities of 17 applications were examined. Finally, according to the opinion of the experts, 21 capabilities, including the ability to send motivational messages to the audience and the ability to reward to achieve weight loss of one kilogram per week, were considered for the design of the application program. The application designed in this research was at a good level from the users’ point of view with an average of 7.99±1.1 and was able to obtain an acceptable level of satisfaction in the evaluation stage. The software’s overall capabilities section got the highest average score (8.12) and the screen section got the lowest average score (7.89) among all sections.
Conclusion: Based on the determined capabilities, a mobile-based application for controlling overweight was designed and created with a cognitive behavioral therapy approach, and it can be effective in overweight control by modifying lifestyle and changing destructive thoughts.
Materials and Methods: This research was of applied-developmental type. In the first stage, by examining the available applications based on mobile and related to weight control and also Beck cognitive therapy protocol for weight loss, the capabilities of the application were identified and then based on a survey of experts, these capabilities were determined. Afterwards, the user interface of the application was designed and the necessary coding was done to use it. The database was then created using MySQL software and the application program was created using Flutter software and Dart programming language and was named CBTdiet. Finally, the usability of the application was evaluated by users using a standard QUIS questionnaire.
Results: Based on the entry and exit criteria, among the 247 identified applications, the capabilities of 17 applications were examined. Finally, according to the opinion of the experts, 21 capabilities, including the ability to send motivational messages to the audience and the ability to reward to achieve weight loss of one kilogram per week, were considered for the design of the application program. The application designed in this research was at a good level from the users’ point of view with an average of 7.99±1.1 and was able to obtain an acceptable level of satisfaction in the evaluation stage. The software’s overall capabilities section got the highest average score (8.12) and the screen section got the lowest average score (7.89) among all sections.
Conclusion: Based on the determined capabilities, a mobile-based application for controlling overweight was designed and created with a cognitive behavioral therapy approach, and it can be effective in overweight control by modifying lifestyle and changing destructive thoughts.
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