Data Visualization

Blog of the Data Visualization & Communication Course at OSB-AUB

This is my favorite part about analytics: Taking boring flat data and bringing it to life through visualization” John Tukey

Generative AI Usage Among Students: Impact of ChatGPT on Learning

Generative AI Usage Among Students: Impact of ChatGPT on Learning

The rise of generative AI tools like ChatGPT has revolutionized how students approach learning, making tasks like summarizing articles, generating ideas, and simplifying complex topics more efficient than ever. However, alongside the undeniable benefits, these tools raise significant challenges that warrant attention. In this blog post, we delve into the critical issues surrounding students’ reliance on ChatGPT, offering actionable advice to navigate these concerns effectively.

The Appeal of ChatGPT in Education

ChatGPT, with its ability to generate coherent and context-aware responses, has become a go-to resource for students at all levels. Its applications range from simplifying research to generating coding solutions and even summarizing entire research papers. According to recent studies, 85% of students regularly use AI tools for academic purposes, with many finding them invaluable for improving productivity and managing workloads.

For instance, from 2021 to 2023, the average hours students spent using AI tools increased significantly, reflecting a growing reliance on these technologies. Such trends illustrate how generative AI is becoming an integral part of modern education. However, as its use becomes more pervasive, deeper challenges emerge.

The Challenges of Generative AI in Learning (Problem)

Despite its advantages, the widespread adoption of ChatGPT has introduced several critical concerns:

1. Difficulty Verifying AI-Generated Content

A striking 42% of students report challenges in verifying the accuracy of AI-generated information. While ChatGPT can produce detailed responses, it is not immune to inaccuracies or biases. Students who fail to cross-check the content risk incorporating misinformation into their academic work, jeopardizing the credibility of their assignments and research.

2. Overreliance on AI Tools

Generative AI’s convenience can lead to overdependence, with 35% of students expressing concerns about relying too heavily on tools like ChatGPT. This overuse risks eroding critical thinking skills and independent problem-solving abilities—skills essential for academic and professional success. Over time, such dependency may hinder intellectual growth, reducing the ability to engage deeply with academic material.

3. Limited Improvement in Conceptual Understanding

Although AI tools streamline workflows, only 45% of students feel that ChatGPT enhances their understanding of complex concepts. This suggests that while the tool excels at simplifying and summarizing information, it may not always foster the deeper engagement necessary for meaningful learning and retention.

4. Ethical Concerns and Academic Integrity

The ease of generating high-quality content also raises questions about academic integrity. For instance, students may submit AI-generated essays or solutions without fully understanding the material, undermining the educational process and the value of their academic credentials.

Problem Evidence

Actionable Advice for Students (Solution)

To leverage ChatGPT effectively while addressing its pitfalls, consider the following strategies:

1. Balance AI with Traditional Methods

Use ChatGPT as a supplementary tool rather than a replacement for traditional learning methods. Engage in manual problem-solving and research to retain essential academic skills.

2. Verify Information

Cross-check AI-generated content with trusted academic sources to ensure its accuracy and reliability. This habit not only safeguards the credibility of your work but also enhances your critical evaluation skills.

3. Limit Dependency

Set boundaries for AI usage. For example, rely on ChatGPT for brainstorming ideas but take the time to write and refine your assignments independently.

4. Be an Active Learner

Engage actively with the material by asking questions and seeking multiple perspectives. Use AI tools to clarify doubts but prioritize developing your own understanding.

Final Thoughts (Recommendations)

Generative AI tools like ChatGPT hold immense potential to revolutionize education, but their use must be approached with caution. While they offer convenience and efficiency, they also present challenges that can undermine critical thinking, conceptual understanding, and academic integrity if not managed responsibly. By adopting a balanced approach and staying vigilant about the pitfalls, students can harness the power of AI to complement their learning journey rather than hinder it.

Strengthening Communities, Building Connections: A Collaborative Approach to Bel Azur’s Winter Success

Strengthening Communities, Building Connections: A Collaborative Approach to Bel Azur’s Winter Success

Do any of you know a small business owner?
If you do, you probably know how incredibly difficult it is to run a small business.
Now, let’s imagine opening and running a small business in Lebanon where we are hit by both economic and political instability.

Let us introduce you to Ghassan Beyrouthy. A proud owner of a small Hotel Bel Azur, it is a family run business in Jounieh.

Bel Azur is facing several issues and challenges. These issues are common within the Hotel industry; however, the repercussions of these challenges are heightened due to Lebanon current economic crisis and its political instability.

Bel Azur Beach Club thrives during the summer, attracting citizens, expats and foreigners who flock to Jounieh to enjoy the beautiful Lebanese summers and shores.

However, operating as a Beach Club poses great challenges with revenues during the winter season. The demand season of beach clubs, the current Lebanese economic and political climate make operations for Bel Azur unsustainable.

The challenges of low revenue are also attributed to the winter’s high number of cancellations of premium rooms. The premium rooms are a major revenue stream of hotels allowing Bel Azure to make nice profit margins.
While in the summer, Bel Azur is able to book premium rooms with a low cancellation risk rate. During the winter season, demand severely drops and cancellations rise widening the revenue gap. Each cancellation represents the opportunity cost of an empty room. Furthermore, it causes an increased operational cost, wasted resources and a disruption in staff schedules.

Over the years, hotels in the industry have been investing more technologically. In the industry, the dominant way to secure reservations is online through a strong digital presence.
Unlike many of its competitors in Jounieh, Bel Azur, has struggled to manage and push its digital presence. The lack of a strong digital presence puts Bel Azur at a significant disadvantage.
Competitor’s in Jounieh have strong connections with online booking platforms, a strong social media team and push targeted marketing strategies. Thus, competitors are able to capture a larger share of reservations during the low demand in the winter season.
For Bel Azur, its low online presence impacts its revenue particularly in the winter months when every booking counts.

By concentrating on drawing in business travelers, Bel Azur can greatly increase its revenue and occupancy rates. The corporate segment exhibits the lowest cancellation rates.
Bel Azur can establish itself as the perfect location for business gatherings and events by making investments in conference spaces and business facilities. In addition to drawing a consistent flow of business travelers, this calculated action will lessen the effects of seasonal variations, especially in the off-peak months.

We leveraged our close personal relationship with the owners of the event planning company to connect them with Bel Azur Hotel. We were aware of their struggle to expand beyond their existing customer base, which was primarily located in the Matn area. They were exclusively hosting events in that region and were looking for ways to grow. Recognizing the opportunity, we introduced them to Bel Azur’s owner and proposed a strategic partnership: making Bel Azur their go-to venue for events. This would not only give the event planning company a strong presence in Jounieh but also allow them to extend their reach into the Keserwan area. As part of the deal, they would receive exclusive access to the venue, ensuring no competition, as well as marketing support through the hotel’s channels to boost their visibility. The event planning company would also benefit from discounted rates for their clients, along with priority access to the venue during peak seasons. Both parties saw the mutual benefits, and the deal was agreed upon, setting the stage for a promising collaboration that would help both businesses thrive.

Meet the Event Planning Team

Small businesses face great challenges especially currently in Lebanon plagued by economic crisis and political instability making it a challenging environment for entrepreneurs to navigate. Through simple data exploration, we identified a struggling family business, Bel Azur Hotel.
By connecting Bel Azur with an event planning company, we created a partnership that tackled the seasonal revenue dips and cancellations. Furthermore, the partnership allowed the event planning company to expand its reach to new markets. Hence, the partnership we assisted in creating is mutually beneficial for two small business in Lebanon.
The impact we created as four university students with limited work experience proves that simple, organized and concise efforts can lead to big positive changes.
If we could help not one but two small business in this extremely tough environment, imagine the difference you could do in your own community!
The question is not if you can do it, it’s will do you it?

Unlocking Academic Success: The P-T-P-T Approach for Your Child’s Education

Unlocking Academic Success: The P-T-P-T Approach for Your Child’s Education

Every parent dreams of giving their child the best start in life, and education often takes center stage in this pursuit. But with so many factors influencing academic performance, where do you begin?  We delved into recent research and analyzed a dataset on this topic, uncovering actionable insights that parents can use today to prepare their child for a successful educational journey.

Introducing the P-T-P-T Framework, a data-driven roadmap to help parents make informed decisions that nurture academic excellence. This concept revolves around four key pillars:

  • Peer Influence
  • Teacher Quality
  • Parent’s Educational Level
  • Tutoring Sessions

Peer Influence: The Power of Positive Environments

The company your child keeps can shape their educational trajectory. Research shows that students thrive in schools where their peers are disciplined, motivated, and collaborative. Conversely, negative peer influences—like bullying or unhealthy competition—can hinder progress.

Recommendation:

  • Look for schools that prioritize a clean, nurturing environment and promote healthy social interactions.
  • Engage with school communities to ensure a positive atmosphere that supports learning and personal growth.

Teacher Quality: The Cornerstone of Academic Success

The expertise and adaptability of teachers play a pivotal role in shaping a child’s learning experience. Effective teachers inspire, address diverse needs, and foster engagement, even in challenging situations like hybrid or online learning.

Recommendation:

  • Choose schools known for investing in teacher training and development.
  • During your search, prioritize institutions with a proven track record of hiring highly qualified educators.

 


Parent’s Educational Level: A Lifelong Investment

Believe it or not, your own educational background has a ripple effect on your child’s academic success. Educated parents are often better equipped to guide, support, and inspire their children’s learning journey.

Recommendation:

  • Take steps to further your education, whether through formal degrees or personal development courses.
  • Engage in your child’s education by creating a stimulating home environment that values learning.

Tutoring Sessions: Tailored Support for Growth

Supplementary tutoring can help your child overcome challenges or excel in specific areas. However, the most effective tutoring often starts at home—with you.

Recommendation:

  • Equip yourself with skills to mentor your child effectively. Attend workshops, read parenting resources, and seek tools that align with your child’s learning needs.
  • When external tutoring is necessary, choose programs tailored to your child’s unique strengths and areas for improvement.

 


Your Roadmap to Action

The P-T-P-T framework is more than just a concept—it’s a guide for proactive parenting. By focusing on these four areas, you can create a solid foundation for your child’s education.

Start today:

  1. Explore schools with strong peer environments and exceptional teacher quality.
  2. Invest in yourself through education and parenting resources.
  3. Engage actively in your child’s academic journey.

Every parent has the power to unlock their child’s potential. The choices you make now will pave the way for a bright and fulfilling academic future.

Remember: P-T-P-T—your roadmap to success.