Research and Analysis

Below, you will find examples of my ability to research a topic and analyze its contents. I have gained the ability to conduct independent research and incorporate the findings of that research into my professional and academic contributions. This is a critical skill when working on complex projects. These examples consist of article reviews and a job advertisement analysis.

Article Review #1

Cybersecurity When Working from Home During COVID-19: Considering the Human Factors

Describe how the topic relates to the principles of the social sciences:   

The topic presented in this article seeks to examine how psychology and sociology could be used to reevaluate and refine cybersecurity policies and practices. The study is focused on how cybersecurity principles were implemented as COVID-19 forced employees out of the office and into teleworking from home.

Describe how concepts from the PowerPoint presentations relate to the article:

The sociological aspect covers how workers went from the office environment to being home with multiple people all day and balancing their home and professional lives. Most companies did not have a plan or infrastructure in place that would allow employees to engage in and maintain appropriate cybersecurity principles while teleworking. The psychological aspect centers around an individual’s ability to learn new information about how best to maintain cyber hygiene. Many employees were not an active part in their company’s security practices. Their office network is likely to be configured with appropriate security measures such as an intrusion prevention system, but individuals home networks were significantly less likely to have the same protections in place. The article cites Vygotsky’s theory of learning to explain how individuals are more likely to obtain new knowledge if exposed to cybersecurity educational programs and knowledgeable peers (Whitty et al., 2024). Economics is also touched on in the article. The increased cybersecurity risks led to the loss of revenue due to various attacks such as, distributed denial of service attacks and payments or loss of information from ransomware attacks.

Describe the study’s research questions or hypotheses:

The goal of the study was to determine how workers forced to telework were able to adapt from the cybersecurity perspective, and what they learned as a result. The study also sought to establish recommendations to provide organizations with their results.

Describe the types of research methods used:

The researchers used a method called interpretive phenomenological analysis to evaluate their data. In summary, this method focuses on multiple rereading of interview texts to apply interpretive analysis. The transcriptions of the interviews would contain initial notes on the lefthand side of the margins, notes on emerging themes in the righthand margins, recognizing emerging themes, recognition of theme clusters, and producing tables of themes that are emerging and superior in scope (Whitty et al., 2024).

Describe the types of data and analysis done:

 These tables were used to concentrate on the themes found during interpretive analysis of the interviews. The interviews used guided questions that focused on ‘how’ learning is acquired. The goal being to determine from the participants what knowledge they gained about cybersecurity and how they learned it. The data obtained was used to establish which themes emerged and how unique individuals learned in this new environment (Whitty et al., 2024).

Describe how the topic relates to the challenges, concerns, and contributions of marginalized groups:

Overall, this study did not establish any relation to marginalized groups. It simply gathered and evaluated data from the participants without any consideration for their individual circumstances.

Describe the overall contributions of the studies to society:

This study was used to communicate findings to various companies what experience individual workers described during their transition from office to telework. The contribution to society centers around how to improve education about appropriate cyber hygiene, and cybersecurity principles. This will benefit both the professional and private environment as individuals learn more about the topic of cybersecurity.

Conclusion:

Overall, I would say this study is focused on an important issue, however it used a group of twenty-seven participants. This is a small sample size that cannot paint an accurate picture of a large workforce. I find the information to be a solid foundational piece that can be improved upon with a larger group of participants. Understanding individual knowledge, learning processes, and application of cybersecurity principles is important, however I find that the lack of focus on individual circumstances leaves the results to be too vague to apply the data on a larger scale.

References

Whitty, M. T., Moustafa, N., & Grobler, M. (2024). Cybersecurity when working from home during COVID-19: Considering the human factors. Journal of Cybersecurity, 10(1). https://doi.org/10.1093/cybsec/tyae001

Article Review #2

Cyberbullying During COVID-19 Pandemic: Relation to Perceived Social Isolation Among College and University Students

Describe how the topic relates to the principles of the social sciences:

This article focuses on cyberbullying of college and university students during the COVID-19 pandemic and the correlation to feelings of social isolation and loneliness. This focuses on both sociological and psychological disciplines. The sociological aspect focuses on the change in social climate due to quarantine. The psychological centers around the feelings of loneliness, isolation, and the perception of whether the subjects experienced cyberbullying behavior.

Describe the study’s research questions or hypotheses:

The research study’s hypothesis is that cyberbullying and victimization would increase during the COVID-19 pandemic due to social distancing requirements and the subsequent feelings of social isolation and loneliness.

Describe the types of research methods used:

The data collected was gathered using a survey. The dependent variable asked for cyberbullying experiences during the pandemic and consisted of four multiple choice questions that were assessed using a Likert scale from (1) never to (5) every day. The independent variable asked the same four questions using the same scale, but the time frame asked for was prior to the pandemic. Finally, the participants were asked about their average daily social media usage using a multiple-choice scale from (0) no social media to (8) 8 or more hours of social media. They were also asked to indicate how much their social media usage increased during the pandemic using the criteria of increased, the same, decreased, and not applicable. Perceived loneliness was measured using a scale deemed valid by UCLA.

Describe the types of data and analysis done:

The survey results described above were used to evaluate the percentage of cyberbullying present prior to and during the COVID-19 pandemic. Certain demographics were collected including state in which the respondent is studying, state of residence, age, gender, ethnicity, country of birth, and year of study. The analysis of the data indicated that the initial hypothesis was incorrect and that no notable increase in cyberbullying occurred once the COVID-19 pandemic began. There was a moderate decrease in cyberbullying once the pandemic started. The analysis also indicated that social media usage did not have a noticeable correlation to cyberbullying. The conclusion shows that online behavior by the respondents were more directly linked to cases of cyberbullying.

Describe how concepts from the PowerPoint presentations relate to the article:

After reading this study, I found the results correlate with how victimization is precipitated more by characteristics of the victim. Respondents that perceived social isolation for themselves had a stronger correlation with being cyberbullied. This ties strongly to the PowerPoint discussing victimization and how victims are chosen.

Describe how the topic relates to the challenges, concerns, and contributions of marginalized groups:

Most respondents were from a Midwestern university in the United States. The study also showed most respondents identified as white. However, regarding gender most of the respondents were female. Due to the sample size stemming from a relatively narrow region the data is not considered generalizable across other regions. The data study did not identify or address any patterns or correlations to marginalized groups. Therefore, this study did not relate to members of any such group. It simply focused on college and university students that responded to the survey as the priority.

Describe the overall contributions of the studies to society:

The results of this study can be utilized by colleges and universities to increase awareness of feelings of isolation and cyberbullying experiences by their students. Health practitioners at colleges and universities can use the data to assist their students with their feelings and cyberbullying experiences.

Conclusion:

This study demonstrates a correlation between feelings of social isolation and frequency of cyberbullying experiences by college and university students. It recognizes that the scope is too narrow to generalize large scale across all colleges and universities, but still obtained important data that can be distributed to assist students that experience cyberbullying. The most important finding is that cyberbullying requires further research, data collection, and analysis. Reliance upon and increased technology usage places students at higher risk for cyberbullying, and vigilance by their educational institutions is highly necessary to curb the behavior and assist victims of cyberbullying.

References

Neuhaeusler, N. S. (2024). Cyberbullying during COVID-19 pandemic: Relation to perceived social isolation among college and university students. International Journal of Cybersecurity Intelligence & Cybercrime, DOI: https://doi.org/10.52306/2578-3289.1140.

Job Analysis: Simulation Operations Specialist

Zachary Weaver

Department of Cybersecurity, Old Dominion University

Interdisciplinary Studies 493: Electronic Portfolio Project

Dr. Gordon-Phan

July 13, 2025

Abstract

This is a critical evaluation of a job posting for a Simulation Operations Specialist position with the University of Virginia. It will cover the keywords, phrases, and context of the job posting. An evaluation of the role within the company that this job posting entails will cover the following key elements. The skills, experience, qualifications, and training that are requested or required. An evaluation of current and future motivators for potential employees. Reasons for desiring this role and why I am a high-quality candidate. An analysis of the company’s culture by evaluating the company’s described environment. What challenges will be encountered, and whether the advertisement seems encouraging for potential employees. Critical analysis for essential skills not explicitly stated in the job posting.

Keywords: skills, experience, training, qualifications, culture, motivators, challenges

Job Analysis: Simulation Operations Specialist

                The University of Virginia is ranked as one of the top healthcare institutions in the country and is listed in the top one hundred great hospitals (Haeffele, 2024). One of the key elements that gives them the ability to be ranked so highly is their robust simulation centers for both their School of Medicine and School of Nursing under their Simulation Collaborative. There is an advertised job titled Simulation Operations Specialist (varying levels). This position plays a vital role in the education of medical students, nursing students, and other members of the healthcare team. They perform this role by assisting with educational activities before, during, and after the activity’s completion. They also assist with the coordination of technical and administrative tasks, maintaining documentation, facilitating simulation sessions, and collaborative scenario and skills development with educational staff. The position lists multiple responsibilities involving various skills. Among these skills are the operation of different simulation technologies in many ways (Simulation Operations Specialist, 2025). One skill the job posting does not mention is flexibility. However, with so many different technologies involved and the need to coordinate with many different people, flexibility seems vital to the role. There is a significant need for medical simulation because these simulation technologies provide students in medical fields the ability to achieve realistic patient interactions without risking the health of a live patient. With technology continuing to change rapidly, the field of medical simulation has great potential for growth as hospitals and universities incorporate it into their training programs. The job lists training and education as a requirement, and by sending their simulation specialists to conferences, they are investing in the education of their employees to ensure they are at the top of their field. This creates a culture of growth and personal excellence. This position offers unique challenges by combining two unique areas of study, medicine and technology. These two disciplines do not intertwine very deeply, and being proficient in both is quite difficult. I am uniquely qualified because I have experience in both medicine as an emergency medical technician, and as a student of information technology.

                Someone in the role of Simulation Operations Specialist must be able to work hand in hand with medical educators to provide high-quality training for other medical students of different levels and specialties. To be able to work with medical educators, the simulation specialist must have at least a basic understanding of a wide range of medical terms, procedures, conditions, and equipment (Simulation Operations Specialist, 2025). This is critical because having this knowledge would allow for more streamlined communication with educators without having to ask multiple questions or spend time researching requested information. Someone without any medical knowledge would not be able to function within this role with any efficiency. The post specifically requires that the simulation specialist be able to assist with set up, facilitation, and post-training activities (Simulation Operations Specialist, 2025). This is made more efficient by understanding the requested training, which equipment will best achieve the goals of the educator, and how to debrief students with the educator after the training has concluded. It is also vital that the simulation specialist be able to coordinate with other members of the simulation team to ensure that requested dates and times are scheduled and do not interfere with previously scheduled training. Medical knowledge and the ability to be organized with administrative responsibilities only scratch the surface of the skills needed for this position.

                The advertised position also mentions requiring the ability to work with a variety of different simulation training technologies. It specifically mentions anatomic models and task trainers, screen-based simulators, full-body patient simulators, and virtual reality surgical simulators (Simulation Operations Specialist, 2025). Searching the Internet for these keywords provides a wide range of different pieces of equipment. This includes low-fidelity trainers such as airway management trainers and intravenous task trainers. It also includes high-fidelity manikins that simulate real human patients and utilize desktop software that simulates the patient’s vital signs, such as blood pressure and heart rate. Because there are many different simulation technologies available, the simulation specialist must be able to learn how each piece of equipment functions. This is especially critical when considering the requirement of building and facilitating medical training scenarios.

                Medical training scenarios would be utilized with full-body patient simulators. These scenarios would require a detailed pre-briefing for the students attending the simulation. This means that the simulation specialist would need to gather data from the educators and be able to effectively document the information to be presented to the students before the scenario starts. The specialist would also need to be able to program the critical components of the patient’s condition at the beginning of the scenario, as well as how the patient’s condition should change throughout each stage of the simulation. As the scenario proceeds, the specialist should be able to record the student’s interactions and indicate whether they are achieving the desired benchmarks throughout the scenario’s progression. Each component of these simulations requires the simulation specialist to be attentive, understand the progression of the scenario, and be able to multitask by recording critical data while keeping the simulation progressing at the appropriate times. However, there is one aspect to this position that the job post does not mention but seems essential.

                One key skill that would be critical to success is flexibility. The simulation specialist should be able to adjust quickly and efficiently to obstacles as they present themselves. Should there be a need to reschedule, or if the scheduled space is suddenly unavailable, the simulation specialist would need to be able to adjust accordingly without much difficulty. If a piece of equipment fails, the specialist should have the functional knowledge to fix various issues quickly. This includes troubleshooting issues with desktop software, reattaching dislodged components, having replacement equipment available to prevent downtime, and the ability to quickly provide additional supplies as needed. These are just a few potential obstacles that could present themselves during simulation situations.

                With technology continuing to advance at an exponential rate and the increasing need for highly trained medical professionals, medical simulation is also a constantly growing field. One of the greatest benefits of medical simulation is the ability to provide high-quality training without risk to real people. Understanding how to perform medical procedures is not enough, and practicing on live patients comes with significant risk. Providing students with a safe environment where a mistake does not risk harm is crucial to improving patient outcomes. Hospitals and universities understand this, and they are investing in the equipment and professionals needed to get this training to their medical professionals with increasing intensity. All of this combines to create a stable job market for simulation specialists that provides many growth opportunities.

This job posting highlights the requirement to undergo continuing education for its simulation specialists. By requiring constant training and the willingness to send simulation specialists to conferences, the University of Virginia is demonstrating a culture of growth. Many prospective employees in the job market are looking for workplaces that emphasize the ability to grow and a willingness to invest in their employees. The university has also been nationally recognized for its “equitable treatment of lesbian, gay, bisexual, transgender, and queer patients, visitors, and team members” by the Human Rights Campaign Foundation (Swenson, 2024). This shows that the university is committed to diversity and inclusion of people regardless of sexuality. These are just a couple of components that demonstrate that there is a positive and safe culture at the University of Virginia. Every single factor during this research makes the University of Virginia an inviting place to work.

My professional experience in emergency medical services and my time as a cybersecurity student qualify me as a candidate for this position. One of the consistent focuses of my classes has been on the ability to troubleshoot issues as they occur. My classes have extensively covered problem-solving from the least to the most complicated solutions thought process. This knowledge would enable me to quickly solve issues with different technologies and equipment as they occur and reduce downtime during live training. It can also be safely assumed that understanding computer networking concepts would be a crucial skill, even though it is not mentioned in the job posting. This is because the high-fidelity full-body trainers need to interface with computers to operate correctly. The most likely resource for such interfacing is wireless technology, which would reduce clutter in the simulation rooms and allow the devices to communicate effectively. My knowledge of networking concepts would enable me to establish these networks. Furthermore, my cybersecurity training would enable me to ensure that such networks are hardened from attack and penetration.

Everything about this job posting suits me well. While it is not a position that directly translates from the degree I am pursuing, it does fit me uniquely. I have learned enough in medicine and technology to excel, and I am an eager student always willing to learn more and be challenged. There are ample job opportunities available due to the growing nature of medical simulation. The University of Virginia provides an enticing place to work due to its forward-thinking nature, investment in employee growth, and an environment of diversity and inclusion. While there are clear challenges due to the amount of knowledge and skill required, I view these as exciting challenges that would help me grow personally and professionally. There is clear room for growth, considering the position has tiered designations. This would be an exciting opportunity that I would consider applying for. 

References:

Haeffele, P., Head, M., Muldoon, K., Talaga, R., & Wallace, C. (2024, August 9). Great Hospitals in America: 2024. Becker’s Hospital Review. https://www.beckershospitalreview.com/lists/great-hospitals-in-america-2024/

Simulation Operations Specialist (varying levels). University of Virginia. (n.d.). https://jobs.virginia.edu/us/en/job/R0074315/Simulation-Operations-Specialist-varying-levels  

Swensen, E. (2024, June 12). UVA Health University Medical Center earns national honor for supporting LGBTQ+ patients, team members. UVA Health Newsroom. https://newsroom.uvahealth.com/2024/06/11/uva-health-university-medical-center-national-honor-supporting-lgbtq-patients-team-members/