Write an analysis in APA format, including title page, references, and an appendix, that includes your data output and addresses each of the tasks listed above. The content should be 2??3 pages, including a discussion of whether the predictive relationship is statistically significant and the odds ratio and what it means. Your SPSS output should be included as an appendix.
Early in your Assignment, when you relate which dataset you analyzed, please include the mean of the following variables. If you are using the Afrobarometer Dataset, report the mean of Q1 (Age). If you are using the General Social Survey Dataset, report the mean of Age. If you are using the HS Long Survey Dataset, report the mean of X1SES. See page 1032 in your Warner textbook for an excellent APA-compliant write-up of a binary logistic regression analysis.
2
Multiple Regression Analysis: The Influences of social media on Young Adults Mental Health
Jailya Wooden
Walden University
RSCH 8260
September 9, 2023
Introduction
The study examined how social media usage impacts the mental health of young adults. Multiple regression analysis was utilized to determine whether social media use predicts mental health markers such as melancholy, anxiety, and self-esteem. This investigation sheds light on how excessive social media use can harm young people’s mental health and has implications for public health efforts to promote proper social media use.
Methodology
University students self-reported their weekly social media hours. Standardized questionnaires assessed depression, anxiety, and self-esteem, as well as the Beck Depression Inventory (BDI), GAD-7, and Rosenberg Self-Esteem Scale. We adjusted for age, gender, and academic stress.
Results
Multiple regression was used to analyze social media use and mental health. This table shows the results:
| Multiple Regression Analysis Results | ||||
| Dependent Variable: Mental Health Outcomes | ||||
| Coefficients | Std. Error | t-Statistic | p-value | |
| Intercept | 15.23 | 1.50 | 10.16 | <0.001 |
| Social Media Usage | -0.42 | 0.08 | -5.36 | <0.001 |
| Age | -0.05 | 0.12 | -0.42 | 0.676 |
| Gender (Female) | 2.71 | 1.27 | 2.14 | 0.033 |
| Academic Stress | 1.15 | 0.09 | 12.72 | <0.001 |
| R-squared: 0.45 |
The regression results reveal numerous key insights. A substantial negative correlation exists between social media use and mental health outcomes (coefficient = -0.42; p < 0.001). As social media use grows, sadness, anxiety, and self-esteem deteriorate.
Young individuals who use social media more are more depressed, anxious, and self-conscious, according to the coefficient. This supports prior studies (Primack et al., 2017; Vannucci et al., 2017) showing that excessive social media usage may lead to
2
Article Critic (Mutiple Regression Moderation or Meditation)
Jailya Wooden
Walden University
RSCH 8260
September 17. 2023
Why did the authors use moderation/mediation in their multiple regression model?
In “Stress and Quality of Life in Breast Cancer Recurrence: Moderation or Mediation of Coping?” the authors used moderation and mediation analyses in their multiple regression model to examine the complex relationships between stress, coping strategies, and mental health QoL in breast cancer patients facing recurrence. Moderation was used to determine whether engagement coping might reduce the effects of traumatic and symptom-related stress on mental health QoL. This method enables the scientists to determine whether engagement coping buffers stress’s harmful effects on these patients’ QoL. Mediation analysis examined whether coping techniques, especially disengagement coping, mediated stress-related mental health QoL improvements. The authors investigated the mediation role of disengagement coping to understand how stress affects QoL in breast cancer recurrence patients. Moderation and mediation studies helped us understand the complex relationship between stress, coping, and QoL, which is vital for designing successful treatments to enhance these people’s well-being.
Do you think moderation/mediation is the most appropriate choice? Why or why not?
Given the intricacy of the interactions being studied, moderation and mediation analyses may be suitable for stress, coping, and QoL studies in breast cancer recurrence patients. Moderation analysis is appropriate because it enables researchers to explore if engaged coping techniques might affect the stress-mental health QoL link. Understanding whether engagement coping protects QoL from stress is crucial as breast cancer recurrence patients experience varied kinds and amounts of stress. This technique offers detailed insights into when specific coping mechanisms work best, which may guide targeted therapies.
Mediation analysis is also important since it reveals how stress affects mental health QoL. The authors want to know how stress affects QoL by seeing whether disengagement coping methods buffer the link. This is essential for targeting therapies that address the coping techniques that underlie these effects. Moderation and mediation studies allow for a full study of stress, coping mechanisms, and QoL in a population facing a difficult and emotionally charged scenario like breast cancer recurrence. These analytical approaches allow researchers to go beyond simple associations and understand how coping strategies can buffer or mediate the impact of stress on mental health QoL, guiding the development of more effective interventions to improve patient well-being.
Did
2
Article Critic
Student??s Name
Institutional Affiliation
Professor’s Name
Course Name
Due Date
Why did the authors use moderation/mediation in their multiple regression model?
In “Stress and Quality of Life in Breast Cancer Recurrence: Moderation or Mediation of Coping?” the authors used moderation and mediation analyses in their multiple regression model to examine the complex relationships between stress, coping strategies, and mental health QoL in breast cancer patients facing recurrence. Moderation was used to determine whether engagement coping might reduce the effects of traumatic and symptom-related stress on mental health QoL. This method enables the scientists to determine whether engagement coping buffers stress’s harmful effects on these patients’ QoL. Mediation analysis examined whether coping techniques, especially disengagement coping, mediated stress-related mental health QoL improvements. The authors investigated the mediation role of disengagement coping to understand how stress affects QoL in breast cancer recurrence patients. Moderation and mediation studies helped us understand the complex relationship between stress, coping, and QoL, which is vital for designing successful treatments to enhance these people’s well-being.
Do you think moderation/mediation is the most appropriate choice? Why or why not?
Given the intricacy of the interactions being studied, moderation and mediation analyses may be suitable for stress, coping, and QoL studies in breast cancer recurrence patients. Moderation analysis is appropriate because it enables researchers to explore if engaged coping techniques might affect the stress-mental health QoL link. Understanding whether engagement coping protects QoL from stress is crucial as breast cancer recurrence patients experience varied kinds and amounts of stress. This technique offers detailed insights into when specific coping mechanisms work best, which may guide targeted therapies.
Mediation analysis is also important since it reveals how stress affects mental health QoL. The authors want to know how stress affects QoL by seeing whether disengagement coping methods buffer the link. This is essential for targeting therapies that address the coping techniques that underlie these effects. Moderation and mediation studies allow for a full study of stress, coping mechanisms, and QoL in a population facing a difficult and emotionally charged scenario like breast cancer recurrence. These analytical approaches allow researchers to go beyond simple associations and understand how coping strategies can buffer or mediate the impact of stress on mental health QoL, guiding the development of more effective interventions to improve patient well-being.
Did the autho
2
The Influences of Social Media on Young Adults’ Mental Health
Jailya Wooden
Walden University
RSCH 8260
The complex link between social media use and young adult mental health is examined in this research. Social media’s extensive influence in today’s culture makes it essential to study its effects on mental health, especially in adolescents. This study uses multiple regression to determine whether social media usage predicts depression, anxiety, and self-esteem. This research has significant implications for public health initiatives to promote responsible and healthful social media usage among young individuals.
Hypotheses
The Hypothesis examines how social media use affects mental health. Excessive social media usage may harm young people’s mental health. Our Hypothesis is:
Null Hypothesis: Social media will harm mental health. We expect despair, anxiety, and self-esteem to worsen as social media use rises.
Alternative Hypothesis: A mediator variable like social comparison or cyberbullying may partially moderate the association between social media use and mental health. Mediator factors may mediate the harmful impacts of social media on mental health.
Results
Multiple regression analysis has shown the relationship between social media use and mental health. It revealed that social media use negatively affects mental health markers such as depression, anxiety, and self-esteem. This implies high social media use leads to depression, anxiety, and low self-esteem. A Mediation Analysis was also performed to see whether an intermediate variable was crucial to this association. This research found that social media use positively predicted the mediator variable, “social comparison.” Significantly, this mediator variable positively correlated with mental health outcomes. Social comparison is increasingly common among social media users, which might affect their mental health. This mediator variable showed a statistically significant indirect influence of social media use on mental health. This supports the Mediation Hypothesis, implying that social comparison mediates social media’s effect on mental health. Thus, social media consumption impacts mental health directly and indirectly via social comparison, confusing the link.
Interpretation
The results show a complicated interaction between social media and young adult mental health. Social media use is initially linked to despair, anxiety, and low self-esteem. However, additional investigation shows that not all of these detrimental impacts are caused by social media use (Longest & Kang, 2022). This research reveals that intermediate variables like social comparison considerably contribute to these negative mental healt
We offer the bestcustom writing paper services. We have done this question before, we can also do it for you.
Why Choose Us
- 100% non-plagiarized Papers
- 24/7 /365 Service Available
- Affordable Prices
- Any Paper, Urgency, and Subject
- Will complete your papers in 6 hours
- On-time Delivery
- Money-back and Privacy guarantees
- Unlimited Amendments upon request
- Satisfaction guarantee
How it Works
- Click on the “Place Order” tab at the top menu or “Order Now” icon at the bottom and a new page will appear with an order form to be filled.
- Fill in your paper’s requirements in the "PAPER DETAILS" section.
- Fill in your paper’s academic level, deadline, and the required number of pages from the drop-down menus.
- Click “CREATE ACCOUNT & SIGN IN” to enter your registration details and get an account with us for record-keeping and then, click on “PROCEED TO CHECKOUT” at the bottom of the page.
- From there, the payment sections will show, follow the guided payment process and your order will be available for our writing team to work on it.
