↓
The first step involves the computation of the criteria’s geometric mean [ 28 ] to determine their influence on the final decision. In this case, it is the sixth root of the product of the row elements in Table 4 . Below is the basic formula used in computing the weights of the criteria, assuming n criteria:
The second step involves finding the proportionate composition of the criteria values, which will count as their weights [ 28 ]. The procedure requires the computation of the ratio of each criterion’s value against the total value:
The researcher computed the feature utiles by first ranking their respective mean responses. The findings in Table 5 show that respondents thought that likes, comments, and followers on social media would often cause people’s mental health problems. Other similarly high-risk features are browsing posts and adverts.
Utility values.
Feature | Utiles |
---|---|
Private Chats and Calls | 2.26 |
Group Chats and Calls | 3.48 |
Browsing Posts | 7.11 |
Games | 1.25 |
Media Sharing and Consuming | 3.55 |
Adverts | 5.75 |
Likes, Comments, and Followers | 7.71 |
Pages | 4.89 |
This study computed the total utility as the product of the utiles (feature strengths), importance weights (criteria weights), and how favored the features were by the respondents (relevance). In Table 6 , each feature’s strength is multiplied by the criteria weights to obtain the cell values. The row values are then added and multiplied by a feature’s importance to determine the total utility. The total utility is obtained using the following formula:
Estimating the effect of social media features on mental health problems.
Criterion Weights | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
0.29 | 0.10 | 0.24 | 0.05 | 0.19 | 0.14 | |||||
ENT | INF | SOC | PRI | EST | COM | Mean Relevance | Total Utility | |||
Feature Strength (Utility Value) | 7.71 | LCF | 2.20 | 0.73 | 1.84 | 0.37 | 1.47 | 1.10 | 7.29 | 56.24416 |
7.11 | BRP | 2.03 | 0.68 | 1.69 | 0.34 | 1.35 | 1.02 | 6.33 | 45.03454 | |
3.55 | MDS | 1.01 | 0.34 | 0.84 | 0.17 | 0.68 | 0.51 | 7.16 | 25.39835 | |
3.48 | GCC | 1.00 | 0.33 | 0.83 | 0.17 | 0.66 | 0.50 | 4.80 | 16.72801 | |
4.89 | PGS | 1.40 | 0.47 | 1.16 | 0.23 | 0.93 | 0.70 | 3.11 | 15.20282 | |
2.26 | PCC | 0.65 | 0.22 | 0.54 | 0.11 | 0.43 | 0.32 | 3.98 | 9.024443 | |
5.75 | ADV | 1.64 | 0.55 | 1.37 | 0.27 | 1.09 | 0.82 | 1.26 | 7.241052 | |
1.25 | GMS | 0.36 | 0.12 | 0.30 | 0.06 | 0.24 | 0.18 | 2.05 | 2.561511 |
The findings suggest that the feature with the most significant negative effect on mental health is ‘likes, comments, and followers.’ This feature scored a total utility of 56.24. On the other hand, the feature with the least significant negative effect on mental health is ‘social media games’. This study found the feature to have a total utility of 2.56. While the respondents had opined in Table 3 that adverts substantially contribute to mental instability, the criteria weights for this feature were too low to significantly impact the feature’s total utility.
In this study, the researcher found that social media has a significant negative impact on the mental health of Saudi Arabian youth. The feature that had the greatest impact was likes, comments, and followers, with a utility value of 56.24. This suggests that individuals who are seeking validation and social esteem through social media may be more prone to experiencing stress, depression, and anxiety. Browsing posts and media sharing were also identified as significant features that negatively impact mental health, with utility values of 45.03 and 25.40, respectively. These findings align with previous research that has identified the presence of influencers on social media as a potential source of stress and depression for regular users who may feel pressure to emulate these individuals [ 18 ]. Additionally, excessive exposure to social media videos has been linked to negative mental health outcomes [ 20 ].
On the other hand, this study found that social media games had the least impact on mental health, with a utility value of only 2.05. This finding differs from previous research that has identified games on social media as highly addictive and potentially harmful to mental health [ 21 ]. However, it is important to note that this study only compared the negative impact of different social media features on mental health, and it is possible that social media games may have a greater impact when studied in isolation. These findings highlight the need for caution in the use of social media, particularly among young people in Saudi Arabia. While social media can provide a sense of connection and support, it is important to be aware of its potential negative impacts on mental health. In light of these findings, it may be beneficial for individuals to set limits on their social media use and prioritize activities that promote mental wellbeing, such as physical exercise and social interaction with friends and family.
One potential implication of these findings is the need for greater education and awareness about the potential dangers of social media. This could involve educating people about the importance of finding validation from sources other than social media, as well as helping people to develop healthy habits when it comes to their social media use. This could involve setting limits on the amount of time spent on social media, being selective about the content that is consumed, and finding ways to disconnect from social media when necessary. Overall, these findings highlight the need for caution when using social media, particularly for youth in Saudi Arabia. While social media can be a useful tool for communication and connection, it is important to be mindful of the potential negative effects on mental health. It may be helpful for individuals to limit the attention they pay to certain features, such as likes, comments, and followers, and to engage in passive rather than active consumption of media. Further research is needed to understand the specific mechanisms by which social media impacts mental health and to identify effective interventions to mitigate negative effects.
There are several potential limitations to this study that should be considered when interpreting the results. First, the sample size of 385 participants may not be representative of the larger population of Saudi Arabian youth. Additionally, the self-reported nature of the data may be subject to bias, as individuals may not accurately recall or report their social media habits. Finally, the cross-sectional design of the study means that it is not possible to establish cause-and-effect relationships between social media use and mental health. Another limitation of this study is that the definition of “youth” is not explicitly stated. It is possible that the experiences and activities of respondents aged 18 and those aged 35 may differ significantly. Additionally, the study did not explicitly consider the potential impact of gender on the relationship between social media use and mental health. Future research should aim to further explore these demographic variables in order to better understand the specific effects of social media on mental health among different populations. Such investigations should consider using larger and more diverse samples, as well as more robust research designs to further explore the relationship between social media and mental health.
The purpose of this study was to examine the effects of social media on mental health among young people. Social media has become an integral part of modern society, with platforms such as Facebook, Twitter, and Instagram offering a range of features including messaging, media sharing, and gaming. However, there is growing concern that the use of social media may have negative effects on mental health, particularly among young people who are more likely to use these platforms extensively. The study aimed to identify the specific features of social media that have the greatest impact on mental health and to examine the underlying reasons for these effects. To achieve these objectives, the study used AHP to assess the relevance and importance of eight social media features to 385 respondents aged between 18 and 35. The findings showed that likes, comments, and followers were the most relevant features to respondents, while gaming was the least favorite feature. In terms of the criteria influencing the respondents’ sentiments, entertainment was the most important factor, while privacy was the least important. The study concludes that social media can have both positive and negative effects on mental health, depending on how it is used and the specific features that are engaged with. It is therefore important for young people to be aware of the potential risks and to use social media in a balanced and responsible manner.
Question 1: Rank the importance of the following social media features as they occur to you as (1) for the least important and (8) for the most important. | |
Question 2: How do you determine the importance of social media features to you? Rank how the following factors influence your sentiments as (1) for least significant Determinant and (6) for the most significant Determinant. | |
Question 3: On a scale of 1 to 8, rate the effect of the below social media features in inducing mental health issues as (1) for Smallest Effect and (8) for Biggest Effect |
This research received no external funding.
Not applicable.
Data availability statement, conflicts of interest.
The author declares no conflict of interest.
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Thursday, Jul 18, 2024 • Jeremiah Valentine : [email protected]
What is Chat GPT?
ChatGPT is a popular emerging technology using Artificial Intelligence. GPT stands for Generative Pre-trained Transformer, which describes an AI program that looks for patterns in language and data learning to predict the next word in a sentence or the next paragraph in an essay. The website has a friendly interface that allows users to interact with AI in a n efficient conversational tone . ChatGPT provides another opportunity for students, instructors, researchers, workers, and others to find practical solutions to everyday and complicated problems.
At the root of this conversation is Artificial Intelligence. I plan to explore applicable uses of AI and ChatGPT in the classroom , entrepreneurial potential uses, and applications in industry .
Everyday Uses of Artificial Intelligence
The use of Artificial I ntelligence varies based on the user and their end goal. While many individuals will use certain programs or websites to meet specific objectives , many companies and apps have begun to utilize this emerging technology to better meet their customer's needs.
Duolingo is a popular foreign language learning application that I use to supplement my Spanish studies . The app uses Artificial Intelligence to assess users' knowledge and understanding as they interact with the program , thus streamlining users learning outcomes.
As another example, Khan Academy is a free online resource that helps teachers and students learn any level of math or other grade school topics for free. They have created Khanmigo , using AI. The model acts as a tutor that helps work through a problem while not directly providing the answer. It can assist in writing an essay or solving a complex math problem step by step.
These everyday applications continue a trend of companies implementing this new technolog y into students and teachers' lives . . This new AI technology also allows business professionals to enhance aspects of their processes.
Entrepreneurs, A.I. and the Advantages
While AI already provides companies and organizations with new ways to interact with and better support their customers, AI could also provide emerging industries and entrepreneurs with new paths to business success.
According to Entrpreneur.com, most businesses currently use AI for customer service purposes , however , AI could also help entrepreneurs create effective spreadsheets cataloging useful data with accuracy that can be incredibly specific or broad. Specifically with customer service, AI can quickly find what a customer needs and solve their problems efficiently. It could also analyze how effective marketing campaigns are influencing customers’ purchases.
As I researched for more information about this topic, I found an article in The Journal of Business Venturing Insights published in March 2023, sharing different techniques business students can use ChatGPT as an asset to generate entrepreneurial business pitches. The article titled “ The Artificially Intelligent Entrepreneur” written by Cole Short, an Assistant Professor of Strategy at Pepperdine University, and Jeremy C. Short, a UTA alumni and Professor at the University of North Texas at Denton, showcased different elevator pitch scenarios.
Students and entrepreneurs study CEOs who have impacted an industry dynamically; the CEO's mentality is an asset . I had the opportunity to question Dr. Jeremy Short on how he arrived at the initial question of using AI as a CEO archetype business consultant. An archetype is a symbol, term, or pattern of behavior which others have replicated or emulated.
He responded, “ We used this existing framework and selected a CEO from each archetype and used ChatGPT to create elevator pitches, social media pitches, and crowdfunding pitches. The strength of ChatGPT is based largely on the creativity of the prompt, which is where we aim as authors.”
CEO Archetypes and Prompt Engineering
ChatGPT allows the user to understand the archetypes of successful CEOs and collaborate with entrepreneurial styles. These archetypes are accessible options to consult with AI. Let ’ s break down different CEO archetypes students used during this study:
Creator CEOs are typically serial entrepreneurs and serve during the growth stages of developing new businesses. These individuals are risk takers recognizing opportunities that others don ’ t see. Elon Musk, CEO of Tesla, SpaceX, and Twitter is the creator archetype.
Transformer CEOs are created by climbing the ladder of a successful business and adding new ideas . They have a firm understanding of the company's culture and work to dramatically change the company, separating it from missteps in the past. Indra Nooyi CEO of PepsiCo is the transformer archetype.
Savior CEOs rescue businesses on the verge of failure with disciplined actions, unique experience and insights they forge a successful path forward for declining businesses. Lisa Su, CEO of AMD is the savior archetype.
ChatGPT was prompted to write an elevator pitch in the style of the previously listed CEOs.
The response for Elon Musk included language about “ building” a product with “ cutting-edge technology.”
Indra Nooyi ’s response included phrases like “ the world is changing” and making “ a positive impact in the world.”
Lisa Su's response produced a pitch speaking about being “ accountable, tough and disciplined” with an emphasis on “ a strong focus on efficiency and performance.”
However, I believe these positions can help entrepreneurs develop their own successful business practices; creating a product your former employer could use to gain an advantage over the competition is disruptive. B uying a company on the brink of bankruptcy that has been mismanaged is a scenario entrepreneurs have explored and practiced .
Prompt engineering is the description of a task AI can accomplish , with instructions embedded in the input. Using prompt engineering, users can fine-tune their input to achieve a desired output incorporating a task description to guide the AI model.
Conversation around ChatGPT and Artificial Intelligence
I asked Dr. Short about how students could use this technology as an asset that guides their learning and, additionally, how instructors can use this as well. He spoke about an assignment he is currently using in his classes. “ Chat GPT might be valuable in helping create a recipe for material that students can then refine. For example, in my social entrepreneurship class students create crowdfunding campaigns for either DonorsChoose , a platform that caters to public school teachers or GoFundMe , a service which allows a variety of project types to a larger userbase . I plan on students using ChatGPT to create a ‘rough draft’ to show me so I can see how they refine their responses for their particular campaigns this upcoming fall.” Th is approach allows students to take advantage of popular technology in a constructive way.
The journal article provided some notable conclusions about ChatGPT , i ncluding “ quality control is essential when using automated tools; a hallmark of success for large language models is their vast associative memory, this strength can also be a weakness. Specifically, models such as OpenAI’s GPT-3.5 and GPT-4 are capable of confidently generating “ hallucinated” output that appears correct but, it is incorrect or completely fabricated. ChatGPT serves as an emerging tool that can efficiently and flexibly produce a range of narrative content for entrepreneurs and serve to inspire future research at the intersection of entrepreneurship and AI.” ChatGPT ’s limitations and potential applications are continually being explored.
Industry Application
After researching various applications of AI, I spoke with Dr. George Benson, Professor and Department Chair of the Department of Management at The University of Texas at Arlington, about AI and ChatGPT from an industry perspective. His research focuses on Artificial Intelligence with Human Resource Management .
Dr. Benson told me that Artificial Intelligence is being invested heavily by human resource departments who are looking to automate hiring practices. Specifically, he mentioned “ HR is using this as a market opportunity. AI is a useful tool to sift through potential applicants by scanning their resumes for qualifications and experiences. Allowing professionals to hire applicants faster.”
This application allows the technology to handle low-level tasks, but the results generated are being handed to a human to review and act on. He spoke about the potential of A.I. “ There are a lot of unknowns, but the technology is new and getting better.” Looking towards the future, technology is already being applied in different ways . These applications are being explored in the classrooms of UTA as well.
Exploration of AI at UTA
The College of Business conduct ed a survey to understand the faculty’s attitude towards A I in the classroom. It was a part of the “Teaching with Chat GPT” workshop on Friday February 9 th , which focus ed on how to integrate Chat GPT and other AI platforms into teaching .
Dr. Kevin Carr, a Clinical Assistant Professor of Marketing at UTA, was a part of the workshop ; he currently teaches Advanced Business Communication . I talked to him about the purpose of the workshop and what he hopes to gain from the group's sessions.
Dr. Carr explained "The point of the workshop is designed to give faculty ideas for instruction and to develop classroom activities to work with students . Our goal for th e workshop is to introduce Artificial Intelligence as a teaching tool for faculty, including showing what AI can do potentially in the classroom. We are going to be very open to faculty’s direction, in terms of ongoing discu ssions and meetings.”
Personal Take
Artificial Intelligence or Chat GPT , in my view, is another useful tool in the toolbox of technology. It will take the air out of certain industries, and it will change jobs, yet every major technological advancement has the potential to do so. The automobile was considered radical, the use of plastic, computers in the workplace, and alternative energy have been impactful on society.
Alternative energy was headlined as the end of oil use. The automobile changed the way cities were formed and led to the creation of a national highway system. Society has always found a way to adapt and overcome major technological innovations, artificial intelligence is not any different.
AI is the technology of tomorrow. It reminds me of something Dr. George Benson said , “ It's cool software that is a sophisticated search engine.” Google, one of the most popular search engines, reshaped the internet, as you search for resources, it is a natural starting point. AI and ChatGPT are an evolution, for students it is a tremendous resource consulting a CEO archetype, creating business pitches, and most importantly shaping the future .
IMAGES
VIDEO
COMMENTS
Specifically, we summarize current research on the use of social media among mental health service users, and early efforts using social media for the delivery of evidence-based programs. We also review the risks, potential harms, and necessary safety precautions with using social media for mental health.
the implications of social media for mental health. Additionally, there has been minimal research done regarding the knowledge and preparedness of mental health clinicians to address the impact of heavy social media use on the clients' mental health. Social media's impact on mental health complicates social service delivery
Social media are responsible for aggravating mental health problems. This systematic study summarizes the effects of social network usage on mental health. Fifty papers were shortlisted from google scholar databases, and after the application of various inclusion and exclusion criteria, 16 papers were chosen and all papers were evaluated for ...
The effects of social media on mental health are complex, ... The research on the impact of social media on mental health is still in its early stages, and more research is needed before we can make definitive recommendations for parents, educators, or institutions. Reaching young people during times of need and when assistance is required is ...
Benefits. The use of social media significantly impacts mental health. It can enhance connection, increase self-esteem, and improve a sense of belonging. But it can also lead to tremendous stress, pressure to compare oneself to others, and increased sadness and isolation. Mindful use is essential to social media consumption.
The abstract provides a concise summary of the key points discussed in the paper, highlighting the negative effects of social media on mental health, such as increased anxiety and depression, and ...
In this commentary, we consider the role of social media as a potentially viable intervention platform for offering support to persons with mental disorders, promoting engagement and retention in care, and enhancing existing mental health services. Specifically, we summarize current research on the use of social media among mental health ...
Yet a growing body of research suggests that social media use is negatively associated with health-related outcomes. Although the relationship between social media use and health, particularly mental health, could be bidirectional, most studies in public health focus on the impact of social media use on health-related outcomes.
The relationship between mental health and social media has received significant research and policy attention. However, there is little population-representative data about who social media users ...
Despite the global reach of social media platforms, there is a dearth of research on the impact of these platforms on the mental health of individuals in diverse settings, as well as the ways in which social media could support mental health services in lower income countries where there is virtually no access to mental health providers.
The impact of social media on body image and mental health varies significantly across cultural and gender lines, underscoring the complexity of these phenomena and the influence of societal norms and values in shaping individual responses to digital content. ... For instance, longitudinal research can examine the effects of pivotal life events ...
Teenagers are now spending more time on social media than ever before — coinciding with a rise in mental-health problems in this age group.Credit: Leon Neal/Getty. Depression, anxiety and ...
Impact on mental health. Understanding the impact of social media on adolescents' well-being has become a priority due to a simultaneous increase in mental health problems (Kim, Citation 2017). Problematic behaviours related to internet use are often described in psychiatric terminology, such as 'addiction'.
Paired with the ubiquity of social media in general, the negative effects on mental health may well be larger now. Moreover, social media research tends to focus on young adults — an easier ...
Importance Excessive screen media use has been associated with poorer mental health among children and adolescents in several observational studies. However, experimental evidence supporting this hypothesis is lacking. Objective To investigate the effects of a 2-week screen media reduction intervention on children's and adolescents' mental health.
Even before the COVID-19 pandemic, rates of depression, anxiety, and suicide in young people were climbing. In 2021, more than 40% of high school students reported depressive symptoms, with girls and LGBTQ+ youth reporting even higher rates of poor mental health and suicidal thoughts, according to data from the U.S. Centers for Disease Control and Prevention (American Economic Review, Vol. 112 ...
'Social media' describes online platforms that enable interactions through the sharing of pictures, comments and reactions to content (Carr & Hayes, 2015).As most teenagers regularly use social media (Anderson & Jiang, 2018), studying its effects on their mental health and psychological wellbeing is vital.The term 'psychological wellbeing' reflects the extent to which an individual can ...
Research indicates that excessive use of social media can be related to depression and anxiety. ... Results indicated that most of the students believed there could be both a positive and negative effect of social media on mental health . Gao et al. (2020) investigated the prevalence of depression, anxiety, and a combination of depression and ...
July 17, 2023 - On May 23, U.S. Surgeon General Vivek Murthy issued an advisory warning about the potential dangers of social media for the mental health of children and teens. Laura Marciano, postdoctoral research fellow at the Lee Kum Sheung Center for Health and Happiness and in the Department of Social and Behavioral Sciences at Harvard T.H. Chan School of Public Health, says that social ...
Research shows that social media, ... and adolescents ages 10 to 17 are exposed to toxic beauty content on social media and 1 in 2 say that this has an impact on their mental health. ...
41%. Percentage of teens with the highest social media use who rate their overall mental health as poor or very poor, compared with 23% of those with the lowest use. For example, 10% of the highest use group expressed suicidal intent or self-harm in the past 12 months compared with 5% of the lowest use group, and 17% of the highest users expressed poor body image compared with 6% of the lowest ...
"However, the impact of social media usage on people's mental health remains unclear. Social media enhances communication, enables people to receive social support, and can improve their ...
Experts have long suspected that social media may be playing a role in the growing mental health crisis in young people. However, the surgeon general's warning is one of the first public warnings supported by robust research. The U.S. surgeon general says the youth mental health crisis is the 'defining public health challenge of our time.'.
Some critics point to the studies showing correlation rather than causation between, for example, social media and mental health issues. But doing actual experiments on young people that might ...
Social media has been linked to poor sleep patterns, depression, and anxiety [ 6 ]. In addition, ref. [ 7] warns of the negative impact that excessive social media use can have on the mental health of young people. Saudi Arabia has a high level of social media usage, with 82.3% of the population (29.5 million people) using social media in 2022 ...
The journal article provided some notable conclusions about ChatGPT, i ncluding " quality control is essential when using automated tools; a hallmark of success for large language models is their vast associative memory, this strength can also be a weakness. Specifically, models such as OpenAI's GPT-3.5 and GPT-4 are capable of confidently generating " hallucinated" output that appears ...