Category: Social Intelligence Report

Sentiment Analysis on Deped’s Overall Online and Search Engine Performance

This study follows the recently held budget briefing for 2023. One of the main standpoints that evolved into controversy was the nature of the confidential budget that was allotted to the Department of Education (DepEd). Capstone-Intel Corporation has conducted an online social media sentiment scan of DepEd spanning the timeframe of July 1, 2023 to August 14, 2023, to determine the overall sentiment of the public that made the issue controversial in the first place. Capstone-Intel is a high-impact research company that uses innovative research technologies, tools, and methods to convert data and information into breakthrough insights and actionable intelligence outputs. It is committed to helping its clients solve problems, find solutions, grow markets and constituencies, build reputations, navigate risks, manage crises, and be the country’s leading private research and intelligence agency.   Background of the issue The DepEd has had its fair share of being placed under the microscope for its recent controversies. Based on the results, the top stories revolve around the K-10 curriculum change, how the department managed the return to face-to-face classes, and the “confidential” nature of the budget itself. In July, the education department completed the review of a K-10 curriculum and stated that it will be launching the new paradigm weeks after that initial announcement. This would then be gradually released and implemented over time and would be known as the “Matatag” curriculum. Another contention that placed DepEd in the spotlight would be their execution of the return to onsite classes that was stipulated in DepEd Order No. 034 dated July 11, 2022. Schools were required to comply and had until November of the previous year to fully adjust. This predated, however, the lifting of the public health emergency status by President Marcos on July 21, 2023. Knowing this, the initial announcement of DepEd at the time was met with friction and sparked a lot of public discussion. Finally, it was stated in the national budget for the fiscal year 2024 that there would be a proposed P150 million in confidential and intelligence funds allocated for the DepEd. However, what was notably present was the fact that there was an overall lack of a breakdown of these funds, stating that it was for the “interest of confidentiality.”   Methodology In order to thoroughly study this subject, Capstone-Intel committed to utilizing all publicly available data across all social media platforms from July 1, 2023, to August 14, 2023, using the agency’s advanced analytic tools. The data was gathered from online users who posted their sentiments online during the duration of the study. The insights garnered also originated from the inferences made after analyzing the patterns found within the data. Reaction analysis After studying the performance of the keywords “Education” and “DepEd” together on Facebook, it yielded a total of 753,191 reactions. 46.1 percent are Facebook Likes, 34.8 percent are Facebook Hearts/Loves, 34.8 percent are Facebook Love, 16 percent are Haha reactions, and the last 1.6 percent fall under Facebook Wow. This result emphasizes that the audience generally maintains a more neutral response to the issue at hand.   Sentiment Analysis In terms of the general sentiments on “DepEd” and “Education”, the split is much more obvious, with 52.2 percent of sentiments seeming to lean on the positive end of things, while the other 47.8 percent are more on the adverse side. This data comes from the various social media accounts that Capstone-Intel was able to scan and sift through. Among the positive authors, the most prominent sources of posts come from either Tiktok or Facebook, accounting for almost 70 percent of the positive mentions. Conversely, Facebook also serves as a source of negative sentiments against DepEd. X follows right after. Among the related topics that are connected to the aforementioned keywords, there is a general neutral perspective on each of these topics. However, it is important to note that “Teaching Growth” and “School Opening” are among the topics with the most positive sentiment. Keyword Insights Capstone-Intel also gathered data on DepEd’s search traffic to understand the insights of online visitors about the department. In terms of search intent, the variations to the phrase “Department of Education,” which include additional words like “logo,” “documents,” “Philippines,” and “learning management system,” all garner generally similar results. The data shows that the phrase on its own garnered around 41 percent of zero-click searches. This means that 41 percent of users mainly searched for this phrase in order to be redirected to the actual website itself. Half of the top keyword searches had a number of zero-click searches that indicated the potential intent of the user was to navigate the internet to reach the DepEd website. On the other hand, searches that included the word “logo”, were deemed to be more informational, which means users aimed to merely view the logo itself rather than navigate to the official website.   Confidential controversy Of the top sources for the mentions, four of the nine revolve around the confidentiality issue of the budget for the Department of Education. Vice President and current Secretary of Education Sara Duterte asserts that the budget remains confidential since it is “intertwined with national security.” This is also related to the story of the emphasis being placed on intel gathering for the majority of the proposed 2024 budget. However, it should be noted that in terms of specific topic interactions for this, the budget ranks only 12th out of the top 14 topics interacted with under the phrase “Education DepEd.” (Original post here)

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Capstone-Intel Examines DepEd’s Online Presence: How Visible is the Education Department on Facebook?

The Department of Education (DepEd) has been one of the most crucial government agencies in the country. Not only does it ensure that educational institutions are equipped with quality instruction management, but they are also in charge of disseminating policies that help schools improve their way of teaching and honing the youth. In line with this, Capstone-Intel conducted an examination of DepEd’s online performance in order to evaluate the visibility of the education department on social media, particularly on Facebook. Capstone-Intel is a high-impact research company that uses innovative research technologies, tools, and methods to convert data and information into breakthrough insights and actionable intelligence outputs. It is committed to helping its clients solve problems, find solutions, grow markets and constituencies, build reputations, navigate risks, manage crises, and be the country’s leading private research and intelligence agency.   Methodology From July 1, 2023 to August 14, 2023, Capstone-Intel utilized its advanced social media data analytic tools in order to gather and analyze all publicly accessible information from Facebook users in the country. Data revealed that there was a total of 6,845 posts related to DepEd with 107,098 comments, shared 252,365 times, a reaction count of 753,191, and an engagement score of 338.393.9. It also added that the users have provided a cumulative total of 753,191 reactions on Facebook, which was used as a parameter to measure their sentiment toward the education department. These reactions consist of 46.1 percent of Facebook Likes, 34.8 percent of Facebook Loves, 16.0 percent of Facebook Haha, and 1.6 percent of Facebook Wow. This suggests that the audiences are, for the most part, responding to the information with responses that can be classified as “neutral.” Top posts for DepEd On the other hand, Capstone-Intel also found out that even though DepEd reached a significantly high engagement score, its Facebook page only reported a single top post during the duration of the study. The most engaging post from DepEd Philippines, which is about the department’s advisory on the opening of classes for the school year 2023-2024, garnered a total of 47,488.2 engagement scores. This was followed by a blog post from “Utoy Potato” which received a total of 29,472.6 engagement scores about a hacked DepEd page. Raffy Tulfo in Action came in third with a 26,244.3 engagement score, which tackled the prohibition of “class contributions” among students in public schools. The fourth and fifth spots are for GMA News, which collected an engagement score of 7,335.3 and 7,275.4 for its stories about the implementation of the K-to-10 curriculum, respectively.   Top sources for DepEd Meanwhile, Capstone-Intel reported that GMA News topped the list of sources for DepEd with an engagement score of 377.7 while the DepEd Bukidnon page came next with a 152.4 engagement score. At the same time, INQUIRER.net placed third in the list of top sources for DepEd after recording a 148.6 engagement score. This data only demonstrated that social media users are still getting the bulk of the information they would like to know about the education department from news sites rather than the Facebook pages of DepEd and its attached schools. (Original post here)

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DepEd’s confidential, intel funds get 52% ‘positive sentiment’ online – study

The country’s Department of Education (DepEd) has recently made headlines after the incumbent Vice President and DepEd Secretary Sara Duterte requested P150 million in confidential and intelligence funds for the agency in addition to its proposed 2024 budget of P758.59 billion. Duterte then defended the proposal, claiming that education is “intertwined with national security,” adding that it is important that the country mold patriotic children “who will love and defend the country.” In line with this, Capstone-Intel conducted a public sentiment analysis of DepEd which covered the online users’ engagement with the department and its online interaction with the confidential and intelligence funds. It also aims to understand what social media platforms contributed to the positive and negative sentiments of users regarding the issue. Capstone-Intel is a high-impact research company that uses innovative research technologies, tools, and methods to convert data and information into breakthrough insights and actionable intelligence outputs. It is committed to helping its clients solve problems, find solutions, grow markets and constituencies, build reputations, navigate risks, manage crises, and be the country’s leading private research and intelligence agency. Methodology Capstone-Intel gathered all publicly available information across various social and non-social media platforms in order to evaluate the magnitude of the sentiment of the users regarding DepEd’s confidential and intelligence funds from June 30, 2023 to July 31, 2023. According to the data, news scored the highest percentage of mentions with 206, accounting for 27.7 percent of the total mentions during the time frame of the study. This was followed by X with 179 mentions or 24.0 percent of the total mentions. Facebook has 22.3 percent of mentions, and the Web for 10.1 percent. This shows that the news agencies talked about DepEd’s confidential funds compared to other platforms. Sentiment analysis Of this percentage, Capstone-Intel revealed that over 52.2 percent of social media users shared a “positive sentiment” on the matter. Meanwhile, the data showed that 47.2 percent of the users shared a “negative sentiment” about DepEd’s proposed confidential and intelligence funds. Although there were a variety of sentiments on the topic, the research agency examined that DepEd’s proposal for confidential and intelligence funds “received significant attention” online. Sentiments of the speaking authors In detail, Capstone-Intel found out that the TikTok platform received the highest percentage of positive mentions for DepEd’s confidential and intelligence funds overall with 68.8 percent positive mentions. Facebook came next as pages of news agencies such as Sunstar Davao and Rappler reported eight percent positive mentions, while Twitter tallied 3.4 percent positive mentions. Meanwhile, other uncategorized platforms recorded 19.7 percent of positive mentions. Negative sentiments However, speaking authors from Facebook, mainly news agencies and advocacy groups reported a 47.30 percent negative sentiment followed by Twitter at 37.2 percent, and other uncategorized platforms at 6.3 percent. Capstone-Intel suggests that it is important to note that positive mentions on news platforms can significantly impact the reputation and credibility of an organization or entity. Topic interactions Aside from confidential and intelligence funds, data shows that the topic “Teaching Growth” accounted for a relatively small 5.4 percent share of voice in the analyzed DepEd-related social media conversations. However, it drove a substantial 60.2 percent of total interactions. This indicates that the topic resonated strongly in terms of engagement. School openings represented a sizable combined share of voice at 10.3 percent for the #1 and #2 variations, and these drove a significant 18.5 percent of total interactions. The school opening variations also peaked after the education department announced the August 29, 2023 opening of classes in the Philippines. Additional education initiatives accounted for 2.8 percent of topic share and 4.8 percent of interactions. (Original post here)

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