Human Information Interaction

Analyzing the lived experience of capable female heads of households in the economic field

Sorush Fathi

Introduction
The present study aims to qualitatively examine the lived experience of economically empowered female heads of households in order to extract a local pattern or model from their lived process that other female heads of households can also benefit from.
Methods and Materoal
Snowball sampling method was used to conduct the interviews. The interviews were conducted in person by the researcher until saturation point was reached. Therefore, the researcher interviewed 13 economically capable female heads of households until theoretical saturation.
Resultss and Discussion
Overall, 157 open codes, 42 axial codes, 15 selected codes, and one axial category were extracted from the interviews. The results showed that the causal category of financial need, lack of basic needs, and family disorder had a significant impact. The existence of support organizations and charities, laws protecting female heads of households, and receiving facilities from support organizations are among the intervening categories. Also, heavy family obligations and lack of social and family support were identified as underlying factors. In the meantime, there are strategies for female heads of households, including taking advantage of support services and facilities from government organizations and charities, receiving economic and social skills training, and using facilities, programs, and services. This has led to effects and consequences, including increased income and employment, improved social and economic status, and reduced family and social tensions. The central issue is the need for economic empowerment. Women heads of economically empowered households initially lacked sufficient economic experience and skills, or even the necessary preparation, to become heads. Economic empowerment has reduced deprivation and social exclusion and has enabled them to integrate into society and social groups
Conclusion
The results of the present study, which examined the lived experience of economically empowered female heads of households, showed that female heads of households initially had circumstances in which they had lost their husbands or had separated from their husbands, and most of them were not in a good financial situation.
They have also experienced family tensions, infidelity and violence from their spouse, poor financial conditions, and overwhelming obligations and responsibilities.
In addition, during the absence of a spouse or separation from a spouse, the responsibility for children and providing for the family's livelihood needs, as well as the conditions of society and their sense of need, played an important role in achieving economic empowerment. Therefore, family disorganization, financial need, and failure to meet basic needs were considered as causal factors.
The presence of support organizations can be considered an effective element in this regard. The optimal use of services has played an effective role in improving their conditions, and it can be said that these women used services and employment in a way that was appropriate and purposeful. This shows that intervening factors, including the existence of support organizations and charities, laws supporting female heads of households, receiving facilities from the support organization, and personality traits in line with empowerment (desire for social and economic independence) were also influential. Overall, it can be concluded that these women did not have sufficient experience and skills from the beginning, and were not even prepared to become caregivers. However, as they became economically empowered, their deprivation and social exclusion decreased, and their integration into society and social groups expanded. Their capacity to improve their personal and social status will also increase. Therefore, a process was undertaken to transform a woman who was a head of household in need of support into an economically empowered woman.

Evaluation of user experience in symbols and visual signs in the graphics of websites and applications

Rahman Marefat

Background and purpose: The user interface is an intermediary between humans and the computer environment, focusing on graphical elements and design criteria to ensure user satisfaction and meet user expectations. This research has reviewed Persian articles published in the field of user experience in symbols and visual signs in website and application graphics.
Method: This research was conducted based on the prism method, with the aim of a systematic review. Research studies that have focused on optimizing user experience while using websites and applications have been the main criteria for selection to be analyzed and reviewed in this descriptive-analytical research. After the initial search, the number of 86 articles published in Persian language databases and publications as well as conferences in this field were obtained, and after screening, 61 articles were selected for study and analysis. The articles were found by searching for the following keywords: website graphics, user experience, website design, graphical user interface, user interface design, visual elements, site visual symbols, user interaction with site, and user-centered design in the mentioned information databases and publications.
Findings: In general, 132 researchers worked in this field, of which 83 are men and 49 are women. The participation rate of men (63%) and women (37%) was measured. Three librarianship and information publications with the frequency of 9 articles, human and information interaction with 8 articles and national studies of librarianship and information organization with 7 articles were the most sources of article publishers in the field of user experience in icons and visual symbols in website and application graphics. Although it is customary to use all three quantitative, qualitative and combined approaches among researchers in the field of user experience in the symbols and visual signs in website and application graphics, but most of the researches conducted in this field have used survey methods and quantitative approach.
Conclusion: The thematic analysis of published sources in the subject area of user experience in symbols and visual signs in website and application graphics showed that the authors of this area have published works in this area in 26 thematic areas. Out of a total of 61 articles, the most published articles were 33 scientific research articles (54.1 percent) and the least type of conference articles were 10 articles (16.3 percent). The highest frequency of words in the 61 articles reviewed was related to the term "user interface" (with a frequency of 28 cases), "web" (with a frequency of 23 cases), "library" (with a frequency of 13 words), and "computer" (with a frequency of 12 repetitions) in the text. Among qualitative research studies, only action research, phenomenology, and interpretive methods have garnered the attention of researchers in this field. Additionally, some researchers have utilized mixed or combined methods. Review and promotional articles included a total of 18 articles (29.6 percent) out of a total of 61 articles. Overall, the findings of this research indicated that most of the studies reviewed utilized survey methods and a quantitative approach. The thematic analysis of published resources in the field of user experience concerning symbols and visual signs in website and application graphics revealed that authors in this area have addressed topics such as apps, applications, customer feelings and perceptions, graphical user interfaces, mobile games, databases, cognitive research, user experience, human-computer interaction, mobile phones, computers, eye trackers, interactive media, Persian script, graphical user interface design, website design, digital visual culture, media technology, usability of user interfaces, digital libraries, website quality, computer graphics, search engines, visual symbols and indicators, digital interactive art, interface environment vocabulary, and display features in their articles and works. Awareness of the identified domains reveals the research gaps within this field. Researchers in human-information interaction can focus on axes that previous researchers have paid less attention to. Furthermore, exploring this topic in international articles is an important area for study, and its results can be compared with the findings of the current research. Attention to graphical signs and symbols and identifying user needs helps the designer create websites and applications that meet user needs and expectations.

The Impact of Information and Communication Technology on the Performance of Start-up Companies in the Tourism Industry: The Mediating Role of Knowledge Integration and Employee Training

Yazdan Shirmohammadi

Tourism is recognized as one of the most dynamic and rapidly growing economic sectors in recent decades, acting as a major driver of economic development, employment generation, and cultural exchange worldwide (Cristó & Sharpley, 2019). Within this broader industry, tourism start-ups play a central role in developing innovative products and services, enhancing destination attractiveness, and increasing stakeholder engagement. The performance of such start-ups, especially in urban tourism ecosystems such as Tehran, is increasingly dependent on their ability to leverage Information and Communication Technologies (ICT), foster knowledge integration, and innovate in both products and services. ICT has emerged as a key enabler of competitiveness in knowledge-intensive and service-oriented industries. It facilitates the acquisition and dissemination of knowledge across organizational boundaries, allowing firms to accelerate internal learning, adopt open innovation practices, and improve overall performance (Harif et al., 2022). Moreover, in the context of start-ups, where agility, adaptability, and resource constraints are often interwoven, strategic application of ICT becomes not just an operational necessity, but a performance catalyst.
Methods and Materoal
The present study employed a descriptive-correlational methodology based on structural equation modeling (SEM) using the SmartPLS 3 software. A total of 280 managers and employees from tourism start-ups based in Tehran were selected through convenience sampling. Standardized questionnaires were used to measure the constructs of interest, including ICT (Azam, 2015), open innovation (Hamed et al., 2018), knowledge integration, knowledge management (Iqbal et al., 2023), service innovation (Hu, 2009), marketing strategy (Koksal & Ozgul, 2007), and firm performance. Validity and reliability of the constructs were confirmed through Cronbach's alpha, composite reliability, Average Variance Extracted (AVE) and discriminant validity measures. Items with factor loadings below 0.4 were removed to ensure model parsimony. The GoF (Goodness-of-Fit) index was computed and interpreted based on Kline's (2010) thresholds to ensure robustness of the overall model.
Resultss and Discussion
The results reveal that ICT significantly influences three critical mediating variables: external knowledge integration (β = 0.60, t = 18.0), open innovation (β = 0.75, t = 26.55), and knowledge management (β = 0.512, t = 7.17). These findings support prior studies that conceptualize ICT not only as a data processing tool but also as a vehicle for organizational learning and innovation (Scuotto et al., 2017; Bhatt & Grover, 2005).Moreover, the integration of external knowledge has a direct and significant effect on knowledge management (β = 0.40, t = 8.59), underscoring the importance of external inputs in shaping internal learning systems and innovation capacity (Liao & Marsillac, 2015). In contrast, the direct relationship between open innovation and knowledge management was not statistically significant (t = 0.18), suggesting that open innovation may be more effective when coupled with internal absorptive capabilities or organizational culture conducive to knowledge utilization.Knowledge management, as a central construct in this model, demonstrated strong effects on both service innovation (β = 0.70, t = 24.96) and organizational performance (β = 0.389, t = 3.87). This aligns with the existing literature that highlights the strategic role of knowledge systems in enabling innovation and competitive advantage (Darroch, 2005; Harif et al., 2022). Furthermore, service innovation itself has a modest yet significant impact on performance (β = 0.17, t = 2.66), echoing previous studies that link new service development to firm-level outcomes (Aas & Pedersen, 2010; Cheng & Huizingh, 2014).Surprisingly, the direct effect of marketing strategy on performance was not significant (t = 1.62), which contradicts the results of some earlier studies (Kitsios & Kamariotou, 2016). However, a significant moderating effect of marketing strategy was found on the relationship between service innovation and performance (t = 3.10, β = 0.138), indicating that when strategically aligned with innovation initiatives, marketing strategies can enhance the impact of innovation efforts.The structural model exhibited strong explanatory power, with R² values of 0.658 for knowledge management, 0.494 for service innovation, and 0.429 for performance. The global GoF value of 0.638 exceeded the threshold for strong model fit (Kline, 2010), confirming the robustness of the conceptual framework.
Conclusion
This study offers multiple contributions to both academic theory and managerial practice. First, it empirically validates the critical role of ICT as a driver of performance in tourism start-ups, particularly through its impact on knowledge integration and innovation mechanisms. Second, it emphasizes the importance of effective knowledge management systems as a bridge between external knowledge inputs and internal innovation outcomes. Third, it suggests that while marketing strategy may not directly influence performance, it plays a valuable role as a moderator when combined with service innovation.The implications for practitioners are clear: tourism start-ups should invest in ICT infrastructure and training not merely for operational efficiency but as strategic assets for learning and innovation. Knowledge integration systems, such as customer databases, supplier collaboration platforms, and staff training modules, should be prioritized. In addition, marketing strategies should be designed to amplify the value created through service innovation.Given the limited geographic focus of the study, future research should replicate this model in other cities and cultural contexts. Mixed-method approaches incorporating qualitative insights could also enrich the findings. Moreover, examining the role of individual characteristics such as entrepreneurial orientation, digital literacy, or organizational culture may shed further light on the boundary conditions of these relationships.

Analyzing the Situation of Information Poverty among Primary healthcare Workers in Health Houses based on Chatman's Theory

Somaye Sadat Akhshik

Information poverty has a wide-ranging negative impact on people’s health and socio-economic well-being. Over the past twenty years, researchers have used Chatman’s information poverty theory as a guide to understanding information behaviors in diverse contexts and situations, and it continues to be useful in advancing our understanding of the social dynamics and cultural contexts of information behaviors.
Information poverty is a condition in which individuals and groups in a particular context lack the skills, abilities, and tools necessary to access information appropriately, or to transform and use it optimally. The marginalization of information through institutional and contextual processes such as economic and racial inequalities, as well as information overload, negatively affects an individual’s information behavior. Marginalized groups find limited resources to meet their information needs, have limited economic and social capital, are suspicious of outside information, and engage in self-protective behaviors to reduce marginalization. Chatman (1996) proposed the information poverty theory. According to him, people who do not believe that external information can help them are inclined to engage in self-protective behaviors such as deception and secrecy, which ultimately make them unable to obtain richer information. The theory he proposed makes the following six propositions:
1. The information poor perceive themselves to be devoid of any sources that might help them.;
2. Information poverty is partially associated with class distinction;
3. Information poverty is determined by self-protective behaviors which are used in response to social norms;
4. Both secrecy and deception are self-protecting mechanisms due to a sense of mistrust regarding the interest or ability of others to provide useful information;
5. A decision to risk exposure about our true feelings is often not taken due to a perception that negative consequences outweigh benefits;
6. New knowledge will be selectively introduced into the information world of poor people. A condition that influences this process is the relevance of that information in response to everyday problems and concerns.
The components associated with Chatman's information poverty theory are: Secrecy, deception, risk-taking, and situational relevance. Risk-taking refers to a person’s perception of the value of a particular type of information and the perception of the risk involved in seeking or sharing this information. Secrecy is the intentional protection of oneself from revealing information. In contrast, deception involves the intentional presentation of a false reality, as the person shares meaningless information, and the information received is irrelevant. Situational relevance refers to the fact that, to be useful, information sources must be meaningful to the individual and accepted by others in the group. Lack of knowledge about issues leads people to resort to rumors and superstitions, to feel helpless, and to avoid actively seeking information. One area that has been particularly affected by information poverty has been the field of medicine, especially infectious diseases. The experience of illness is a phenomenon that evokes suffering, intense emotions, and a desire to talk to others. The desire to talk to others is shaped by the perception that other people who do not suffer from the disease are unable to understand the world of patients, so relevant information should only be obtained from insiders who share their experiences. One of the social concerns about pandemics is fatalism. Some attribute the information poverty during the COVID-19 outbreak to the spread of fake news through social media, and believe that fake news, conspiracy theories, poverty and hunger, a shortage of doctors for patients, and social ignorance have created challenges in combating the pandemic. A combination of fear, social stigma, criminalization, and narrow-minded laws prevent marginalized individuals and social groups from volunteering for information when they need health and medical care. Stigma has always been a social challenge in social studies of health. Social stigma caused by infectious diseases causes psychosocial stress and other social barriers. Stigma can hinder health information-seeking behaviors and delay diagnosis and treatment; and can also lead to poverty and ignorance through social marginalization, resistance to health institutions, and mistrust of information and information sources. One of the main challenges for health policymakers is to develop effective measures to reduce stigma associated with illness, which requires further research. Since Chatman's theory has been used for many years to assess information poverty, it is expected to be useful for investigating the subject of the present study.
The problem is that in such circumstances, when the level of trust between individuals (patients and non-patients) and medical staff decreases, the role of people such as healthcare workers as a bridge between specialists and non-specialists can be necessary. Healthcare workers also play the role of transferring information between these two groups. Therefore, measuring the level of information poverty of healthcare workers in relation to epidemic diseases is so important. On the other hand, if the factors affecting the information poverty of different groups of individuals, including medical staff, in the field of infectious diseases are identified, the results can also be extended to possible epidemic conditions in the future and help in appropriate interventions at different stages of managing and controlling public health emergencies as quickly as possible. Identifying the challenges and problems of information behavior of healthcare workers who face epidemic diseases and appropriate and timely planning for their management can lead to the design of effective strategies for the prevention, treatment, and recovery of affected communities.
The aim of the study was to show how the small world of Tehran healthcare workers fits into Chatman's information poverty theory. The main question of this research was to investigate their information poverty situation based on the components of Chatman's information poverty theory.
The sub-questions were as follows:
1. What is the situation of the secrecy component in healthcare workers?
2. What is the situation of the deception component in healthcare workers?
3. What is the situation of the risk-taking component in healthcare workers?
4. What is the situation of the situational relevance component in healthcare workers?
5. What is the grouping of healthcare workers based on the components of Chatman's information poverty theory?
Methods and Materoal
The method of this survey study included the identification and analysis of the key components of information poverty of healthcare workers who were working in health homes in Tehran during the Covid-19 pandemic. Because due to their direct contact with the community, they had valuable information about their health situation and health needs, and the information poverty of healthcare workers in this field could be extended to the community.
Data collection was conducted using a researcher-made questionnaire based on Chatman's information poverty theory. The reliability of the questionnaire was assessed using Cronbach's alpha formula, and the content validity ratio was used to examine the validity of the questionnaire.
A stratified random sampling method was used and 125 questionnaires were collected. In order to ensure better diversity and representation, the population was divided into subgroups, and the categories were identified based on the supervising universities, and a sample was selected from each category to ensure the necessary statistical sample size.
Results and Discussion
The findings related to the main components showed that deception had the highest mean with a value of 3.85. This indicates a conscious effort to present a false social reality. After that, the mean of secrecy, protecting oneself from revealing information, is in second place with a value of 3.728. The mean of situational relevance is also in third place with a value of 3.687. This index indicates that the healthcare workers selectively received information about their daily lives. In addition, the mean of risk-taking (3.615) also indicates the healthcare workers' fear of the consequences of seeking information in complex health conditions.The findings related to the secrecy show that the highest mean (3.924) belonged to the component of "Coping with a lack of information processing skills". This was followed by “mistrust”, “privacy protection”, “adherence to one’s own in-group culture”, “welcoming cyberspace to exchange information”, “hiding one’s position, feeling or opinion”, “establishing and maintaining superiority over unwell individuals”, “lack of information and information assets”, and “avoiding negative consequences” and finally, “adherence to a unique personal attitude”.Findings related to the risk-taking showed that “usefulness and value of information” had the highest mean of 3.752. After that, "privacy protection" with an average of 3.74, "adherence to one's own in-group culture" with an average of 3.645, "welcoming cyberspace for information exchange" with an average of 3.642, "emotional and cognitive effort to choose between true and false information" with an average of 3.64, "mistrust" with an average of 3.58, "avoidance of possible negative consequences".
The situation of the situational relevance shows that the "usefulness and value of information" component with an average of 3.726 has the highest score. This was followed by “using insider information” with an average of 3.725, “adherence to one’s own in-group culture” with an average of 3.688, “lack of information and information assets” with an average of 3.616, and the “mistrust” with the lowest average.
Analysis of the situation of the deception showed that the “risk avoidance” had the highest average (3.988). This was followed by “mistrust” with an average of 3.884, “lack of information and information assets” with an average of 3.876, “maintaining privacy” with an average of 3.876, and “failing to present the true reality, situation, or feeling” with an average of 3.828, respectively. Finally, the lowest average (3.796) was related to the “establishing and maintaining superiority over unwell individuals” component.
The findings related to the grouping of healthcare workers showed that the deception component had the highest number of observations and the situational relevance component was in second place after the deception. Also, the number of observations of secrecy was higher compared to risk-taking.
Conclusion
The results indicate the complex behaviors of healthcare workers in interacting with information and information sources, and "deception" was prominent as the main strategy among these components, while situational relevance, risk-taking, and secrecy acted as complementary behaviors.
The most effective factor on healthcare workers' secrecy was coping with the lack of information processing skills. This is while mistrust of information sources and information also played a prominent role in the process of not presenting facts, feelings, and thoughts of healthcare workers. While the most important factor on risk-taking was ignoring information that did not match their conditions, because they were afraid of its consequences and possible risks. The second factor affecting risk-taking was due to the preservation of information and personal and group privacy. Also the most effective factor on "situational relevance" was that they assessed the usefulness and value of information from the perspective of their own needs and limited information. Another factor was that the healthcare workers prioritized the use of inside information because they considered it relevant to their position. Finally the most influential factor in the deception of the healthcare workers was that they reduced the risks of seeking information. Another factor was that they did not trust the information and the sources from which it was disseminated.
The grouping of healthcare workers showed that the largest number of them was in the deceptive group. A smaller number of them also assessed the relevance and usefulness of the information to their current situation and were placed in the second group. The third group, with a smaller number, belongs to the secretive group, while the number of risk-averse individuals was lower compared to secretive healthcare workers. There are signs in the findings that place people in two groups at the same time. This phenomenon can be caused by psychological and social complexities and the effects of various factors on information poverty. On the other hand, all four components can be involved in an individual's information-seeking behavior at the same time. It is also possible for one component to have an effect on the other. For example, the concept of secrecy is closely related to risk-taking. This highlights the depth of information poverty and the complexity of human behavior, which can be influenced by multiple factors, including social and cultural contexts. It also allows us to understand that individuals do not simply fit into a particular pattern and may act differently in different situations. Overall, these findings emphasize the need to develop training programs and create safe spaces for information exchange so that healthcare workers can more confidently access and utilize new information.
The analyses lead us to conclude that in order to reduce information poverty, we need to strengthen educational infrastructure, improve access to information, and create a culture of transparency and trust. Finally, the findings provide new insights into the constraints experienced by healthcare workers in health homes, and provide evidence of systematic marginalization and classification of access to and use of information, indicating that protective, secretive, and deceptive measures were employed by healthcare workers not only to cope with living in a small world, but also to circumvent socio-cultural boundaries. The results provide further insight into the role of health professionals and policymakers in supporting the information needs of healthcare workers and guiding their information behaviors.
Keywords: Information Poverty, Chatman's theory, Primary healthcare worker.

Research Data Evaluation And Selection Criteria For Preservation In Data Repositories

Masoumeh Karbala Aghaei Kamran

The rapid proliferation of digital data in the research landscape has underscored the critical need for sustainable data curation strategies, especially regarding the long-term preservation of valuable datasets. Research data repositories, as key infrastructures for data stewardship, face mounting challenges in determining which datasets should be preserved for future reuse, validation, and scientific advancement. Given the constraints of storage, funding, and technical resources, not all data generated by research activities can or should be preserved indefinitely. Consequently, defining rigorous, transparent, and contextually appropriate evaluation and selection criteria has emerged as a vital concern within the broader scope of research data management (RDM) and digital curation.
This study aims to identify and categorize the key criteria used to evaluate and select research data for long-term preservation in repositories. By conducting a systematic review of existing literature and practices, it seeks to offer a conceptual framework that supports repository managers, librarians, archivists, and data stewards in making informed and consistent decisions about what data to retain. The research further addresses the implications of these criteria on policy development, data sharing, and FAIR data principles (Findable, Accessible, Interoperable, and Reusable). Ultimately, the study contributes to improving data lifecycle management strategies and ensuring that preserved data retains its scientific, legal, ethical, and cultural value.

Methods and Material
This research adopted a qualitative content analysis approach based on a systematic literature review. The primary goal was to identify, classify, and synthesize the evaluation and selection criteria applied by data repositories in preserving research data. The review focused on peer-reviewed journal articles, white papers, policy documents, and institutional guidelines published between 2000 and 2024. Major databases such as Scopus, Web of Science, ScienceDirect, and Google Scholar were searched using combinations of keywords including "research data preservation," "data selection criteria," "data curation," and "digital repositories."
Inclusion criteria for the literature involved the presence of explicit or implicit discussion on the assessment or selection of research data for long-term storage, including frameworks, models, or institutional case studies. A total of 67 relevant documents were identified and analyzed. Through iterative coding and constant comparison, the evaluation criteria were distilled into several thematic clusters, such as scientific value, legal and ethical considerations, technical characteristics, economic feasibility, data usability, and policy alignment.

Resultss and Discussion
The findings of this study, based on a systematic review of the literature and a meta-synthesis of previous studies, identify a comprehensive set of criteria and components for evaluating and selecting research data for retention in data repositories. These criteria are categorized into eight main components: data preparation, data quality, physical conditions and technical features, metadata management and features, ethical principles of data, document-related criteria, compliance with FAIR principles, and repository policies and issues.

In the “Data Preparation” component, indicators such as data cleaning, data scale, presence of missing data, and evaluation of survey biases are highlighted. This component emphasizes the necessity of eliminating errors and inconsistencies, assessing the scale of data, and addressing missing values. It also stresses the importance of identifying and evaluating biases in survey data, such as sampling errors, non-response, and other confounding factors.
The “Data Quality” component includes indicators such as accuracy, reliability, completeness, validity, documentation of limitations, and timeliness of data. Accuracy and correctness of information must be carefully assessed, and data reliability should be evaluated based on how the data was produced and analyzed. Completeness refers to the presence of all necessary elements in the dataset, and validity relates to the soundness of data collection tools and the extent to which findings reflect reality. Acknowledging study limitations helps clarify weaknesses, and up-to-date data are valued for their relevance in terms of collection time.
The remaining components and their indicators are as follows:

Physical Conditions and Technical Features of Data: Includes data formats, future readability, required software for access, and compatibility with technical standards.
Metadata Management and Features: Covers the presence of sufficient metadata, use of standardized structures for data description, supplementary documentation, and necessary information for data reuse.
Ethical Principles of Data: Encompasses protection of participants' privacy, anonymization or encryption of sensitive information, obtaining informed consent, and respect for intellectual property rights.
Document-Related Criteria: Includes the association of data with specific research projects, traceability of data to published scholarly articles, and documentation of data collection methods.
Compliance with FAIR Principles: Covers Findability, Accessibility, Interoperability, and Reusability of the data.
Repository Policies and Issues: Involves adherence to legal requirements and repository policies, access licenses, data sharing conditions, and security considerations for data storage.

These eight components and their corresponding indicators provide a comprehensive and evidence-based framework for evaluating and selecting suitable research data for long-term retention in data repositories.

Discussion and Conclusion

The discussion and conclusion of this paper emphasize the importance of various components in the evaluation and selection of research data for storage in data repositories. In the data preparation phase, accuracy in data cleaning and screening, particularly in quantitative research, is crucial. Challenges such as missing data and potential biases, such as sampling errors, can complicate analyses and reduce the quality of the data. Therefore, adherence to precise standards in cleaning and verifying data is essential.
In evaluating data quality, accuracy and precision of information, reliability, and completeness of the data are key criteria. Data that is properly collected and analyzed can facilitate more effective research and reuse of data. Especially in both qualitative and quantitative data, the use of standardized formats and compatibility with various systems are significant technical issues that impact storage quality.
Metadata documentation also plays a critical role in data evaluation. Metadata provides essential information about the data, enhancing transparency, collaboration, and trust. Furthermore, adhering to ethical principles, such as obtaining informed consent from participants and ensuring their privacy during the use of data, is crucial. These actions help maintain public trust and prevent misuse of data.
The paper also emphasizes the importance of alignment with the FAIR principles (Findability, Accessibility, Interoperability, and Reusability) in data evaluation. Adherence to these principles ensures that data will be more effective and accessible for future use. Additionally, policies related to data repositories must consider user needs and technical limitations, preserving high-value research data for future use.
The conclusion reveals that the evaluation and selection of research data for storage should be conducted with care and adherence to standardized criteria to improve the quality and effectiveness of data utilization in future research. Furthermore, practical recommendations such as developing data evaluation guidelines, training data specialists, and implementing technological tools to enhance the data evaluation and storage processes are proposed.

The relationship between media literacy and the utilization and acceptance of news from online sources among the librarians in public libraries in Qom province

masoud bakhtiari

Advances in information technology and media evolution have impacted many different areas under the influence of related technologies. Social media and information centers have transformed the face of libraries and information providers, especially creating new opportunities for librarians and university libraries (Kamani, 2015). Given the development of social media in the necessity of librarians in information centers and libraries, awareness of librarians' views on media literacy in the category of social media literacy seems to be an interesting topic that can be effective in providing the desired solutions for the promotion and goal of social media literacy. This study seeks to investigate the relationship between media literacy and the use of cyberspace and the acceptance of media news among librarians. The use of cyberspace and the acceptance of media news are issues that are of greater importance among librarians today; therefore, the present study attempts to answer the question of whether there is a relationship between media literacy and the use of cyberspace and the acceptance of media news among librarians in public libraries in Qom province?
Accordingly, the research hypotheses are stated as follows:
Main hypotheses:
1- There is a significant relationship between media literacy and its dimensions (cognitive, emotional, aesthetic, and moral) and the use of cyberspace among librarians in public libraries in Qom province.
2- There is a significant relationship between media literacy and its dimensions (cognitive, emotional, aesthetic and ethical) and media news acceptance among librarians of public libraries in Qom province.
Sub-hypotheses:
1- Media literacy, the amount of use of cyberspace and the acceptance of media news differ based on the age of librarians.
2- Media literacy, the amount of use of cyberspace and the acceptance of media news differ based on the field of study of librarians.
3- Media literacy, the amount of use of cyberspace and the acceptance of media news differ based on the type of social media of librarians.
The second section discusses the background of the research. The third section explains the research method. The fourth section presents and discusses the research findings. Finally, the fifth section discusses conclusions and suggestions.

Methods and Materoal
The type of research method in this study is applied in terms of purpose and descriptive-correlational in terms of method, it is a survey type that was implemented by field method. The statistical population of the study is all librarians of public libraries in Qom province, whose number is 112 people, and the sample size is 80 people selected by available sampling method. This study used the library method to develop the theoretical foundations of the research and the following tools were used to collect field information. Demographic information: This information includes age, field of study, and type of media, which was measured through a questionnaire.

Questionnaire on the use of cyberspace: A researcher-made questionnaire was used to measure the use of cyberspace. This questionnaire has 20 questions and its aim is to assess the extent to which individuals use cyberspace (social networks and the Internet). The response range is a five-point Likert scale (1=very little to 5=very much). To obtain the overall score of the questionnaire, the scores for each question were added together. This score will range from 20 to 100. To interpret the overall score obtained, it is done as follows. 20 to 40 is low use of cyberspace 41 to 60 is moderate use of cyberspace 61 to 80 is high use of cyberspace 81 to 100 is very high use of cyberspace.
Media News Acceptance Questionnaire: The questionnaire by Lee and Suh (2015) was used to measure media news acceptance. This questionnaire was translated, validated, and used for the first time by the researcher. This questionnaire has 5 items and is designed based on a five-point Likert scale (from completely disagree to completely agree). The response range is from 1 to 5, with a score of 1 indicating low credibility and a score of 5 indicating high credibility. Also, all items have direct (positive) scoring.

Resultss and Discussion
First main hypothesis: There is a significant relationship between media literacy and its dimensions (cognitive, emotional, aesthetic and ethical) and the level of use of cyberspace among librarians in public libraries in Qom province.
The results of the first main hypothesis show that there is no significant relationship between media literacy and its dimensions and the level of use of cyberspace, therefore the first hypothesis of the research is rejected. The results of this hypothesis are consistent with the results of the research of Ghanetati et al. (2018) and inconsistent with the results of the research of Bolboli and Tarbiati (2014), Miri and Bani Hashem (2019) and Asadi (2020).
Second main hypothesis: There is a significant relationship between media literacy and its dimensions (cognitive, emotional, aesthetic, and ethical) and the acceptance of media news among librarians in public libraries in Qom province.
The results of the second main hypothesis show that there is a negative and significant relationship between media literacy and media news acceptance (r= -0.300, p= 0.000). There is also a negative and significant relationship between all components of media literacy and media news acceptance. For example, the negative relationship between cognitive literacy and media news acceptance (r= -0.335, p= 0.000). While confirming the second main hypothesis of the study, it can be concluded that media news acceptance among librarians is related to their level of media literacy, which is completely consistent with the results of the research of Taghipour et al. (1400), Anthony (2009). Sub-hypothesis 1: Media literacy, the level of use of cyberspace and the acceptance of media news differ based on the age of librarians
To examine this hypothesis, one-way ANOVA analysis of variance test was used, the results of which are reported in the tables below.
According to the ANOVA test, given that the significance level of the test error for all three variables is greater than 0.05, therefore, the lack of difference in the means is confirmed and the difference in the means of the research variables among the three groups is not statistically significant (P > 0.05). Therefore, while rejecting the hypothesis, it can be said that media literacy, the amount of use of cyberspace, and the acceptance of media news do not differ based on the age of librarians. The findings of the present study regarding the lack of relationship between age and media literacy are consistent with the results of the study by Salemi et al. (1400). Esmaili et al. (1398) also showed that among the demographic variables, only age is related to the variable of

ability to detect fake news, which results of the present study are somewhat inconsistent with this study.
Second Sub-Hypothesis: Media literacy, the amount of use of cyberspace, and the acceptance of media news differ based on the field of study of librarians.
One-way analysis of variance test was used to examine this hypothesis.
According to the results of the second sub-hypothesis, given that the significance level of the test error for the amount of use of cyberspace is greater than 0.05, therefore, the lack of difference in the mean is confirmed and the difference in the mean of the use of cyberspace between the three groups is not statistically significant (P<0.05). On the other hand, the significance level of the test error for media literacy and acceptance of media news is less than 0.05, therefore, the difference in the mean in these two variables is confirmed and the difference in the mean of media literacy and acceptance of media news between the two groups of subjects is statistically significant (P<0.05). The results of this hypothesis are in agreement with the results of the study by Esmaili et al. (2019) on the relationship between the field of study and the variable of information literacy in a way. is not linear.
Third Sub-Hypothesis: Media literacy, the amount of use of cyberspace and the acceptance of media news differ based on the type of social media of librarians.
To examine this hypothesis, a one-way analysis of variance test was used.
According to the results of the third sub-hypothesis, given that the significance level of the test error for media literacy is greater than 0.05, therefore, the lack of difference in the mean is confirmed and the difference in the mean of media literacy based on the type of social media of the subjects is not statistically significant (P > 0.05). On the other hand, the significance level of the test error for the amount of use of cyberspace and the acceptance of media news is less than 0.05, therefore, the difference in the mean in these two variables is confirmed and the difference The average amount of use of cyberspace and acceptance of media news by the type of social media used by the subjects is statistically significant (P<0.05). A pairwise comparison of the types of social media used by the subjects in terms of the amount of use of cyberspace and acceptance of media news shows that the difference in the average amount of use of cyberspace on Instagram and others is greater and positive (0.798). Given the significance of the difference, it can be concluded that subjects who prioritize Instagram use have the highest and subjects who use other media (Twitter and Facebook) have the lowest amount of use of cyberspace. According to the table above, the difference in the average acceptance of media news on Instagram and WhatsApp is greater and negative (-0.367), and given the significance of the difference, it can be concluded that subjects who prioritize Instagram use have the lowest and subjects who use WhatsApp have the highest acceptance of media news. The results of this hypothesis are completely consistent with the results of Anthony's (2009) research.
Conclusion:
The turning of users to the Internet due to the lack of sufficient time to visit libraries was one of the reasons for the creation of digital libraries. Digital libraries have facilitated and accelerated users' access to the required information by providing various facilities; but what achieves this goal is a suitable architecture and design in creating a digital library. If the needs of users, the type of society and other factors are taken into account in the design of digital libraries, it can be said that the library will come closer to the intended goals. Considering that in the design of digital libraries, the discussion of the user interface is very important in order to eliminate human factors, digital

libraries must consider the characteristics related to the user interface in their design. Due to the importance of this discussion, the user interfaces of various digital libraries need to be evaluated continuously. The present study also aimed to investigate this issue by evaluating the user interface on the English web pages of selected national digital libraries based on the criteria available in the texts and sources. Conducting the study required criteria through which the evaluation could be conducted. After reviewing the relevant research backgrounds in the field of digital libraries and user interface, it was observed that despite the studies conducted in the field of user interface, these studies had not been conducted completely and comprehensively, and different researchers had each examined only one or a limited number of criteria in the field of different information systems. The present study aimed to investigate the relationship between media literacy and the use of cyberspace and the acceptance of media news among librarians of public libraries in Qom province, and the research hypotheses were tested. A review of domestic and foreign empirical records shows that researchers have addressed aspects of media literacy among different media in accordance with their subject of study, and what has been their focus in most of these studies is the study of media literacy as a dependent variable that is influenced by other factors, and in that all the records have discussed media literacy, they are similar to the present study; however, the present study is distinct from the research record in that it has examined the relationship between media literacy and its dimensions with the use of cyberspace and acceptance of media news among librarians of public libraries in Qom province. In fact, the variables of media literacy and its dimensions, use of cyberspace and acceptance of news from cyberspace are measured together for the first time, so in this respect it has a new nature that will lead to its theoretical expansion and development; In addition to theoretical benefits, it offers solutions to prevent the spread of cyberspace harms among librarians through interventions on these two structures (the Internet and social networks). In summary, it can be said that in order to escape the trap of cyberspace rumors, social media users must equip themselves with media literacy tools to become members of pages and channels and obtain news and information through channels whose main goal is, first, to disseminate news correctly, and second, to disseminate news that is religiously, legally, and morally correct, thus recognizing the truth from Nazareth. Therefore, in today's virtual world, only those who are equipped with the weapon of media literacy can avoid falling prey to the rumor-spreading of news agencies that seek to mentally deceive members of the global community.
The results of one-way analysis of variance of the first sub-hypothesis showed that media literacy, the amount of use of cyberspace, and the acceptance of media news do not differ based on the age of librarians. Therefore, while rejecting the hypothesis, it can be concluded that increasing or decreasing age is not related to media literacy, the amount of use of cyberspace, and the acceptance of media news by librarians. The findings of the present study regarding the lack of relationship between age and media literacy are consistent with the results of the study by Salemi et al. (1400). However, this study found that age has no relationship with media literacy, the amount of use of cyberspace, and the acceptance of media news. Perhaps the most important possible reason for this is the close age gap between librarians, which does not expect much change in media literacy, the amount of use of cyberspace, and the acceptance of media news.
The results of the one-way analysis of variance of the second sub-hypothesis showed that the amount of use of cyberspace does not differ based on the field of study (librarianship and non-librarianship) of librarians, but there is a significant difference between the two groups based on media literacy and acceptance of media news. Based on the results, media literacy among librarians in the library field is higher than in other fields, and acceptance of media news among librarians in the library field is lower than in other fields, which is somewhat inconsistent with the results of the study by Esmaili et al. (2019) based on the relationship between the field of study and the variable of information literacy. However, no consistency or inconsistency was found in the variable of acceptance of media news.

The results of the one-way analysis of variance of the third sub-hypothesis showed that media literacy does not differ based on the type of social media used by librarians, but there is a significant difference based on the amount of use of cyberspace and acceptance of media news. According to the results, the amount of use of cyberspace is higher among librarians who use Instagram more and lower among librarians whose media priority is Twitter and Facebook. Also, the acceptance of media news is lower among librarians who use Instagram more and higher among librarians whose media priority is WhatsApp. Based on these findings, it can be said that the Instagram platform has the highest media consumption among librarians and librarians also accept WhatsApp media news more than other media. Although there is no similar finding in this regard, it can be said that many Iranian users have turned to Instagram after the restrictions imposed on Telegram, and this platform has seen increasing growth among Iranian users after Telegram was filtered. According to published reports, about 49 percent of Iranians are members of Instagram, and it is one of the most popular platforms for businesses; as 90 percent of Instagram users follow at least one business page. The report also believes that 60 percent of Instagram users have announced that they have become familiar with new products on this network. Instagram also plays a role in the world. The results of this hypothesis are completely consistent with the results of Anthony's (2009) research.