De La Salle University - Dasmariñas BASIC EDUCATION FILIPINO GENERATION X’S CONTINUOUS USE OF ONLINE SHOPPING PLATFORMS: A STUDY OF THE FACTOR LEVELS A Research Study Presented to the Faculty of the Basic Education Department De La Salle University – Dasmariñas City of Dasmariñas, Cavite In Partial Fulfilment of the Requirements for Senior High School DIZON, JAMESSE HAYES B. MANALO, NAKEISHA AILLA A. NADRES, DIANA ALLIYAH O. PEREZ, ANTONETTE E. PERMA, PSALM AVRIAHNE D. ROXAS, SERENA GRACIELLE D. SORIANO, JASMINE MARIE D. VALLEJOS, ALYANNA D. May 2023 De La Salle University - Dasmariñas BASIC EDUCATION ABSTRACT This study focused on finding out the perceived factor levels of the continuous usage of online shopping platforms by Filipino Generation X. The factors included are convenience, efficiency, and promos. Individuals aged 42–57 from the following cities in Cavite: Bacoor, Dasmariñas, General Trias, and Imus were chosen using the purposive sampling technique. Furthermore, the study employed descriptive statistics. Mean, standard deviation, Spearman's Rho, T-test, and ANOVA were used to investigate the relationship between perception and the intention of Filipino Generation X to continually use online shopping platforms. The study revealed that Filipino Generation X’s perceived level of factors according to convenience, efficiency, and promos was high. Moreover, the study also revealed that they also have a high intention to continually use online shopping platforms, recommending them to their peers as they find them convenient, accessible, and easy to use. Thus, the study recommends the use of online shopping platforms as Filipino Generation X validates their use. Keywords: Filipino Generation X, online shopping platform, convenience, efficiency, promos, continuous usage, behavioral intention 2 De La Salle University - Dasmariñas 3 BASIC EDUCATION APPROVAL SHEET This research paper entitled Filipino Generation X’s Continuous us of Online Shopping Platforms: A Study of Factor levels prepared and submitted by Jamesse Hayes Dizon, Nakeisha Ailla Manalo, Diana Alliyah Nadres, Antonette Perez, Psalm Avhrianne Perma, Serena Gracielle Roxas, Jasmine Marie Soriano, Alyanna Vallejos in partial fulfillment of the requirements for Inquiries, Investigation, and Immersion, has been examined and found worthy of approval, and is therefore highly recommended for acceptance for final oral defense. Ms. Marize Javinez Research Adviser RESEARCH REVIEW PANEL Approved by the Committee on Oral Examination with a grade of _. Sir. John Christopher Pascual Sir. Roel Sible Member Member Sir. Christian Lucero Chair De La Salle University - Dasmariñas BASIC EDUCATION Accepted and approved in partial fulfillment of the requirements for Senior High School. Approved by: MA. LUISA V. CUARESMA, MSc MARLON C. PAREJA, MS Associate Principal for Academics and Research Date of Final Defense: May 24, 2023 Principal 4 De La Salle University - Dasmariñas BASIC EDUCATION ACKNOWLEDGEMENTS First and foremost, praise and gratitude are expressed to God, the Almighty, for the blessings and direction he bestowed upon the researchers up to the conclusion of their research study. The researchers would like to acknowledge and express their profound appreciation to the following individuals with their sincere support that made the completion of this study possible: Ms. Marize Javinez, the research adviser, for providing utmost guidance and constructive input in the process of this research. Mr. Aron Dave Umali, the statistician, for his assistance in enhancing the research design, assuring the precise use of necessary statistical methods, for advising the researchers, and providing constructive feedback that allowed the researchers to carefully construct their study. Mr. Josiah Jude Abuton, the Practical Research and Inquires, Investigations, and Immersion Instructor, for teaching and providing valuable knowledge to the researchers, as well as informing the researchers with the requirements and deadlines. Finally, the family and friends of the researchers, for their encouragement and support throughout the process of the research study. 5 De La Salle University - Dasmariñas 6 BASIC EDUCATION TABLE OF CONTENTS Page TITLE PAGE 1 ABSTRACT 2 APPROVAL SHEET 3 ACKNOWLEDGEMENTS 5 TABLE OF CONTENTS 6 LIST OF TABLES 9 LIST OF FIGURES 10 Chapter 1 2 THE PROBLEM AND ITS BACKGROUND Introduction 11 Conceptual Framework 16 Statement of the Problem 17 Hypothesis 17 Scope and Delimitations of the Study 18 Significance of the Study 18 Definition of Terms 19 REVIEW OF RELATED LITERATURE Conceptual and Related Literature 21 Synthesis 35 De La Salle University - Dasmariñas 7 BASIC EDUCATION 3 4 5 METHODOLOGY Research Design 39 Population and Sampling 40 Respondents of the Study 41 Research Instrument 41 Data-gathering Procedures 42 Statistical Treatment of Data 43 Ethical Consideration 44 RESULTS AND DISCUSSIONS Statement of the Problem # 1 48 Statement of the Problem # 2 54 Statement of the Problem # 3 56 Discussion of Results 57 SUMMARY, CONCLUSIONS, AND RECOMMENDATIONS Summary 63 Conclusion 65 Recommendations 67 REFERENCES 70 APPENDICES A. Research Forms 85 B. Survey Forms 103 C. Certificates 109 De La Salle University - Dasmariñas 8 BASIC EDUCATION D. Figures 113 E. Curriculum Vitae 114 De La Salle University - Dasmariñas 9 BASIC EDUCATION LIST OF TABLES Table Page 1 Likert Scale Intervals 46 2 Interpretation of the Size of a Correlation Coefficient 47 3 Interpretation of Significance Level 47 4 Descriptive Statistics for Convenience 48 5 Descriptive Statistics for Efficiency 50 6 Descriptive Statistics for Promos 52 7 Descriptive Statistics for Intention 54 8 Correlation Table for Intention 56 De La Salle University - Dasmariñas 10 BASIC EDUCATION LIST OF FIGURES Figure 1 Page Conceptual Framework of the Research Study 16 De La Salle University - Dasmariñas BASIC EDUCATION Chapter 1 THE BACKGROUND AND ITS PROBLEM This chapter discusses the background of the study, conceptual framework, statement of the problem for the research, significance of the study, scope and limitations of the study, and definition of terms. Introduction People today lead a very broad range of lifestyles. It has been shown that a person's age significantly affects both their acceptance of and intention to engage in internet purchases. Over the past few years, online shopping has experienced an incredible increase in popularity. Due to their unique histories, viewpoints, and interests, various demographic groups' shopping habits and inclinations differ significantly (Parment, 2013). The ecommerce market has a ton of room to grow, as evidenced by the fact that the major players in this sector are growing at an exponential rate. A program called an electronic commerce platform enables transactions between internet parties, like a buyer and a seller. An e-commerce platform's main goal is to enable customers to discover and quickly purchase novel goods and services. The Generation X generation strives to combine work, life, and family. They differ from one another in terms of traits, routines, attitudes, and values. They generally purchase goods from businesses that specialize 11 De La Salle University - Dasmariñas BASIC EDUCATION in providing good value because their needs are varied, and they typically have financial constraints. They will engage in safe purchasing practices and pick an advantageous and sensible purchasing approach (Balakrishnan & Chakraborty, 2017). In contrast to earlier generations, Generation X did not grow up with this type of lifestyle, thus it demonstrates how open they are to accept and adapt digital media into their daily lives, even though they are first unfamiliar with it. Additionally, characteristics such as performance expectations, hedonistic motivation, pricing value, habit, behavior intention, delivery, customer happiness, trust, and loyalty were some of the causes that encouraged Generation X to continue on utilizing online purchasing portals. Those who were born between the middle of the 1960s and the beginning of the 1980s are referred to as members of "Generation X" (commonly abbreviated as "Gen X"). They are sometimes referred to as the "middle child" generation due to their relatively small numbers compared to the baby boomer and millennial eras. The members of this group are getting closer to the midpoint of their working careers, which is typically their peakearning years. People often have the impression that Generation Xers are resourceful, self-sufficient, and adept at maintaining a healthy balance between their personal and work lives. In comparison to the generations 12 De La Salle University - Dasmariñas BASIC EDUCATION who came before them, both younger generations have higher rates of internet adoption. As a platform enabled by computers, e-commerce is networks for the exchange of information, goods, and services (the internet). Computer networks are used to construct different business processes, rearrange distribution cycles, and create new interactions between customers and suppliers. Additionally, the number of online buyers is increasing dramatically as a result of the internet, the world wide web, e-commerce, and associated technologies (Raval et al., 2021). The practice of performing business transactions digitally, such as online shopping and money transfers, using platforms like the Internet and mobile apps is known as e-commerce (Rouse, 2019). Despite the widespread usage of ecommerce, there are still significant challenges that sellers and consumers must overcome while conducting business online. Tamturk (2017) asserts that the fear of their personal safety and information kept internet users throughout the world from doing business online, which hampered the expansion and growth of the digital market. According to the study by Centeno, et al. (2022), mobile ecommerce has begun to take over the world of online purchasing in many Asian nations. According to Yatprom (2020), the Philippines is one of the countries in the region with the fastest-growing e-commerce sectors, and it is 13 De La Salle University - Dasmariñas BASIC EDUCATION anticipated that it would surpass universal PC use before mobile devices, making it one of the top m-commerce nations in the region. Hechanova (2014) referenced Miller and Washington (2013) as saying that Ignatius' research on customer behavior produced a generational analysis. A comparison of how different generations use the internet. Baby boomers and Generation X were found to have similar levels of interest in online shopping, with both generations having a neutral or ambiguous opinion of digital media. E-commerce has been touted as a promising new industry for the Philippine economy because to the high penetration of mobile devices, especially among the younger population (Vicente, 2016). Even as it garnered public backing, it faced the same difficulties as the rest of the country. According to Segovia (2016), e-commerce in the Philippines has lagged behind, despite the country's tremendous economic development. One important aspect was the absence of a well-developed supporting infrastructure, particularly in the areas of internet access, electronic payments, the regulatory environment, and logistics. Although the market expanded, unforeseen issues arose. Internet consumers in Luzon areas like Makati had to deal with issues like a slow connection, which caused them to pay 1.5 times as much for the same speed (Marcelo, 2018). Online sales in the Philippines have declined due 14 De La Salle University - Dasmariñas BASIC EDUCATION to shipment delays, according to Toral (2016). The paucity of available courier services has been blamed for the majority of the delivery delays that have been reported by customers. Domingo (2017) asserts that the slow development of e-commerce in the country can be traced back to the people's persistent skepticism about the industry. Most Filipinas were skeptical of online shopping because they worried about being ripped off by fraudulent businesses. E-commerce, or electronic commerce, is the term used to characterize the ever-expanding business sector that operates entirely or primarily within the realm of the internet. Problems of a global and domestic scope occurred in tandem with this phenomenon's precipitous rise to prominence. The research team was driven to carry out this study in order to assist various businesses in improving their customer service and to help them comprehend the extent of factors that influence customers' utilization of online purchasing platforms. Research into generation X's level of dependability, efficiency, and convenience of electronic commerce was deemed necessary due to the prevalence of issues like mistrust, privacy concerns, late deliveries, slow internet connections, and a general lack of interaction between the user and the product. 15 De La Salle University - Dasmariñas BASIC EDUCATION Conceptual Framework LEVEL OF FACTORS BASED ON: A. CONVENIENCE B. EFFICIENCY C. PROMOS LEVEL OF INTENTION TO CONTINUE USING THE ONLINE SHOPPING PLATFORMS Figure 1. The conceptual framework of the research study The level of factors influencing the continuous use of online shopping platforms of Filipino Generation X was based on their experiences with and feedback regarding the said platform. In the paradigm, a significant relationship can be seen between Filipino Generation X’s perceived level of factors based on convenience, efficiency, and promos and their intention to continue using the online shopping platforms. Through these given variables, the information gathered provided sufficient data that made up the level of factors influencing the continuous use of online shopping platforms of Filipino Generation X. 16 De La Salle University - Dasmariñas BASIC EDUCATION Statement of the Problem The research aims to know the level of factors influencing the continuous use of online shopping platforms of Filipino Generation X. It is guided by the following questions: 1. What is Filipino Generation X’s perceived level of factors affecting their usage of online shopping platforms based on: a. Convenience b. Efficiency c. Promos 2. What is their level of intention to continue using the online shopping platforms? 3. Is there a significant relationship between their perceived level on the given factors and their level of intention to continue using the said platform? Hypothesis There is no significant relationship between Filipino Generation X’s perceived level of factors affecting their usage of online shopping platforms based on convenience, efficiency, and promos, and their level of intention to continue using the said platform. 17 De La Salle University - Dasmariñas BASIC EDUCATION Scope and Delimitations This research study focuses specifically on the factors influencing the continuous usage of online shopping platform of Filipino Generation X living in the following cities: Dasmariñas, Imus, General Trias, and Bacoor. Thus, this study solely focuses on Filipino Generation X from different cities in Cavite: Dasmariñas, Bacoor, General Trias, and Imus. No other factors are explored in this study. The study is conducted through an online survey to gather data that involves the respondents’ preferences, experiences, and feedback. Significance of the Study The study aims to help the following benefactors: The Online Shoppers. This study will help online shoppers discover the advantages of making purchases through an online marketplace. The findings of this investigation will also convince the other generations who haven’t used an online shopping platform before to start looking into the convenience of these online marketplace. The Online Sellers. This study will help online entrepreneurs identify the advantages of owning an online-based business. This will also be beneficial to already established businesses to further improve and enhance the services they provide to the consumers. 18 De La Salle University - Dasmariñas BASIC EDUCATION Generation X. This study will help people from this generation to obtain the benefits of using an online retail store. This will also help them decide if the convenience of purchasing services through the internet can replace the old ways of buying in an actual store. Future Researchers. The results of this study can be used as a future resource and provide guidance for their research. Definition of Terms The following terms are defined as they were used operationally in the present study. Baby Boomers. People who were born between the mid-1940s to early-1960s. Continuous usage. The act of continuing to use something, e.g., an online shopping platform, in the present and future. Convenience. The easiness to do something and little amount of work is exerted. E-commerce. This is a type of business where the act of purchasing and selling services is done on the internet. Efficiency. Being able to have a successful outcome by using minimal resources. Fraudulent. Behaving with the intention to deceive 19 De La Salle University - Dasmariñas BASIC EDUCATION Generation X (Gen X). People who were born between the middle of the 1960s and the beginning of the 1980s. Generation Y (Gen Y). The generation of individuals born between the early 1980s and the 1990s. They are also known as millennials. Intention. The willingness to use or do something. Online Shopping Platform. These are stores or platforms that provide goods and services through the internet. Paucity. The smallness of quantity or numbers. Pragmatism. An attitude to tackling things based on practical rather than theoretical ideas. Promos. The discount and vouchers given by the seller or shop in order to buy a product for a low price. Skepticism. Doubt or refusal to believe in the absence of convincing and definite proof. 20 De La Salle University - Dasmariñas BASIC EDUCATION Chapter 2 REVIEW OF RELATED LITERATURE In this chapter, the researchers provide articles that are credible for the study. The review of related literature will help the researchers to further identify the necessary information that are needed in this study. The synthesis is also provided by the researchers in this chapter. Generation X Generation X attempt to find a happy medium between family, life, and work. They have distinct characteristics, habits, attitudes, and values. Because their needs are diverse and they usually face economic limits, they frequently shop at establishments that specialize in giving good value. They will partake in safe purchase activities and choose a helpful and practical purchasing strategy (Balakrishnan & Chakraborty, 2017). In Triami and Yoga’s study (2021), they used the UTAUT2 paradigm for e-commerce to investigate how Generation X adopts and uses technology. According to the study’s findings, the five UTAUT2 characteristics have a favorable as well as important impact, but some other characteristics have little or no effect. The data show that the presumption of a product’s presentation, impact of the happiness and suffering of an individual to move closer to an objective or farther to a warning, monetary worth, mannerism, and intent of an action all have an optimistic and integral impact on how Generation X use internet 21 De La Salle University - Dasmariñas BASIC EDUCATION shopping. The other three criteria, on the other hand, such as effort expectations, enabling conditions, and social influence, have minimal influence on how Generation X use internet shopping. However, in accordance with Chelvarayan et al. (2021), the importance of the following four components was determined: delivery, customer satisfaction, product and service quality, and trust. Apart from the third factor, product and service quality, all of the other factors were discovered to possess crucial influence on the customer’s motivation to buy a certain product online. Likewise, according to Adwan et al. (2021), their study showed the most significant relationship between perceived trust and purchase expectations. Increased customer trust in online shops promotes Generation X to have higher online buying expectations. Furthermore, based on Chauke’s study (2014), loyalty and satisfaction impact repurchase intent. Because of those reasons, online buyers continue to use the electronic channel for transactions. According to Miller and Washington (2013) as cited by Hechanova, & Ignatius, this study on consumer behavior compared the Internet usage of several generations on a generational basis. According to their findings, members of Generation Y have greater access to internet surfing, etc. than do those from Generation X, yet Generation Xers use email more frequently than either Generation Y or Baby Boomers. Baby boomers were shown to 22 De La Salle University - Dasmariñas BASIC EDUCATION be more interested in online shopping, followed by Generation X. Both generations have a neutral or unclear view about digital media. The respondents also concurred with the assertions made regarding the significance of online media platforms. Furthermore, neither responder depends heavily on digital media. Both respondents had a neutral view about the favorable claims made about digital media. On the other hand, they have a neutral perspective on criticism of digital media. (Abbas, et al.) Most Gen X respondents use social media and other technology for 1-2 hours per day, compared to 3–4 hours per day for Millennials. Generation X uses devices to save essential data and information, whilst Millennials use gadgets to pass the time when they are bored. This is how their purposes of use differ. In addition, social media and technological advancements are beneficial to Generation X's work and to Millennial studies. (Lardera, et al. 2018) It shows how Generation X are willing to adopt and incorporate digital media into their daily lives even when they are not familiar with it at first as they did not grow up with this kind of lifestyle unlike other generations. Also, factors like performance expectations, hedonic motivation, price value, habit, behavior intention, delivery, customer satisfaction, trust, and loyalty are some of the factors that influence Generation X to continue using online shopping platforms. However, it is observed that there is a lack of study with 23 De La Salle University - Dasmariñas BASIC EDUCATION factors like convenience, efficiency, and promos. Through this study, it aims to know how these three factors influence the continuous usage of online shopping platform of Generation X, specifically the Filipino Generation X. Online Shopping E-commerce can be defined as a platform for the purchase and sale of data, goods, and services that is backed by computer systems (i.e., the internet). This is how computer networks assist in setting up different business procedures, changing distribution cycles, and creating new relationships between customers and suppliers. Additionally, the number of online buyers is increasing dramatically as a result of the internet, world wide web, e-commerce, and associated technologies. (Raval et al., 2021). According to the study by Centeno, et al. (2022), mobile e-commerce has begun to take over the world of online purchasing in many Asian nations. According to Yatprom (2020), the Philippines is one of the ecommerce marketplaces in Asia that is growing the fastest, and it is predicted that broad desktop adoption would lag behind that of mobile gadgets, resulting in it being one of the region's most important m-trade nations. Additionally, according to Zhao (2015), internet purchasing appears to be a very popular trend worldwide. Unlike before, people now have the option to purchase what they require and desire without making a big effort. Dealings and transactions can be successfully carried out online 24 De La Salle University - Dasmariñas BASIC EDUCATION thanks to e-commerce, which eliminates the necessity for in-person interactions. Convenience Convenience is one of the primary factors motivating people to use online shopping. As stated in Webster's Dictionary, a convenience is "something that enhances one's comfort or saves labour; a practical, useful, or advantageous instrument, object, service, etc." (as cited in Jiang et al., 2013). According to Jusoh, Z. M., & Ling, G. H. (2012), the process through which a consumer purchases a service or commodity over the internet is known as online shopping. Some of the benefits offered by online shopping are that less time is spent on buyer decision-making, better judgments are made, and there will ultimately be more possibilities for purchasing similar things. Furthermore, because e-commerce is constantly available, shoppers may experience online purchasing 24 hours a day, which makes it accessible anytime and anywhere. Thus, online purchasing is better for the environment than traditional shopping because it lets buyers satisfy their needs with just the click of a mouse without even leaving their houses and it lets buyers avoid the crowd. In a similar study conducted by Gera et al. (2021), it is stated that online shopping is a simple method for finding products that are hard to get in the neighboring physical markets and having them delivered to your doorstep. It is also indicated that the online review 25 De La Salle University - Dasmariñas BASIC EDUCATION and feedback system in online shopping, which allows customers to evaluate and comment on their purchasing experiences, helps new consumers in their purchase decisions, unlike in actual stores which does not provide this kind of system. In the country of Lithuania, research developed by Baubonienė, Ž., & Gulevičiūtė, G. (2015) identified a significant factor influencing a consumer's decision to purchase something online, which is the availability of product information on websites that cannot be found in actual stores. In addition, it is observed that Lithuanians aged 25 to 34 frequently choose online stores due to reduced costs and a greater selection of products, and Lithuanian respondents aged 18 to 34 statistically favor online stores due to a wider number of products. Moreover, in Lim and Cham’s (2015) study, as cited by Meixian, L. (2015), they discovered that consumers prioritize convenience over price when making purchases in Malaysia, Singapore, and Taiwan. Convenience, trust, and price promotion are elements that make consumers shop online (Slahuddin and Ali, 2020, as cited by Bulacan et al., 2022). The convenience provided by online shopping platforms has a significant impact on consumer purchasing behavior. Customer satisfaction stems from convenience in terms of how fast the delivery system is, the ease of transaction, and other services (Jun & Palacios, 2020 as cited by Bulacan et al., 2022). According to Bulacan et al., 2022, the researchers 26 De La Salle University - Dasmariñas BASIC EDUCATION describe their findings on why consumers shop on Shopee, showing that it's convenient for them. Bulacan et al. (2022) states that “consumers are satisfied with Shopee's user-friendly website and application interface.” It makes the shopping experience in Shopee convenient by allowing the users to easily navigate the platform, find the products they need, check out and order from Shopee. Online shopping applications make life easier; they save time and effort, are simple and quick, allow an individual to access multiple stores with a single click, and even allow a person to compare different products with different prices. According to Acerit et al., (2022), students who utilize online shopping platforms do so because they find them more convenient than not using them. The main appeal of online buying is, in the eyes of many, how simple it is to complete transactions (Acerit et al., 2022). The findings support the idea that people purchase online because it's convenient to have goods and services delivered to them without having to leave their homes. Abeabe et al., (2022) stated that because of the convenience that e-commerce offers, it has made people's lives easier. It is also because they no longer need to visit actual establishments, convenience is what draws customers to make purchases online, as stated in Balderaz and Campos' (2020) study. According to Thangavel (2015), as cited by Balderaz and Campos (2020), this application of computers has created new ways and 27 De La Salle University - Dasmariñas BASIC EDUCATION possibilities for an easier way of life. The study also revealed that online marketing has significantly improved convenience and transformed how individuals acquire and sell goods. Bednarz and Ponder's (2010) study as cited by Balderaz and Campos (2020), explained how traditional and online purchasing differ in terms of convenience. A consumer will constantly exert time and effort through the process of purchasing in order to locate a store, a product, and make payment for the item acquired. Additionally, consumers need to visit the store, search around for the item, and make a counter payment. These are all examples of shopping activities in traditional shopping. Online consumers must make an effort to find a web-based shop, evaluate products, complete the purchase, and then anticipate for the item to be delivered. Overall, it seems that one of the key benefits of using online purchasing platforms is convenience. Consumers use online shopping platforms because they are convenient. There are many reasons why convenience is a major element in using online shopping platforms. It is because users only need to use minimal time and effort when browsing for a product that they need or want. It can also be accessed at any time because it is available on gadgets, which are carried all the time. Despite all the reasons stated, there are also additional aspects that may affect the 28 De La Salle University - Dasmariñas BASIC EDUCATION use of online buying platforms, such as efficiency and promos in ecommerce. Efficiency Online shopping can be seen as a domestic production process that necessitates a sizeable input of human capital, mostly product knowledge and website expertise (familiarity with the website's interface), in order to complete a variety of purchase-related tasks. Customers favor online retailers because they involve less physical effort and make it simpler to compare prices and find information. So, the efficiency of consumer goods shopping is the main research topic. Shopping for products involves customers gathering and analyzing information to choose which item will best satisfy their own needs. Product assessment efficiency and product screening efficiency are the two factors that the researchers use to evaluate the effectiveness of consumer goods shopping. Consumers first screen a huge number of pertinent products during the product screening process, without really analyzing any of them. They then designate a consideration set, make comparisons, and then decide which product to buy. As a result, the value obtained by online product screening is defined as the efficiency experienced during that process. Additionally, the value gained by online product evaluation is defined as the efficiency experienced during that process. Li, et al. (2016). 29 De La Salle University - Dasmariñas BASIC EDUCATION In a conducted study by Saha et al. (2020), the (UTAUT-2) Unified Theory of Acceptance and Use of Technology, which was a continuation of the first theory, was acquired as a guide to study how delivery efficiency impacts a consumer’s mind to purchase again. The study’s findings strongly support the theory, which reveals that the satisfaction of a consumer in shopping online is greatly impacted by the efficiency of delivery and costsaving. In addition, Saha et al. claimed that online shopping satisfaction has a crucial impact on future repurchase intentions. This study’s results heavily support previous studies’ findings which used the UTAUT-2. Additionally, Frick and Matthies (2020) claimed that online buying is a lot more efficient for consumption. However, it significantly relies on consumer impulses, indicating that simply having the option to buy something more effectively and easily does not always lead to that action. Moreover, in this study’s findings, it is shown that there is a positive association between the efficient developments of online shopping and the increase of products bought online. Similarly, a study by Anesbury et al. (2015), which focused on online grocery shopping, had respondents who had no prior experience of shopping grocery online participate in an online navigation test. The respondents (1) completed their lists in less than 12 minutes, (2) immediately absorbed the notion and went between classifications swiftly, and (3) chose labels quite fast. Findings revealed that even for consumers 30 De La Salle University - Dasmariñas BASIC EDUCATION who had no prior experience with shopping online, it was indeed quick and efficient. From a consumer’s perspective, shopping online seems to project time efficiency. Lawrence, et al. (2013) stated in their study that regardless of its size or industry, every business in today's world of intense competition is constantly working to stay afloat. Particularly in the world of internet retail, this is true. The retail industry in the online space is highly competitive. Every online retailer is constantly looking for ways to increase their e-stores' effectiveness and, by extension, their profitability. Cost-cutting measures taken by online retailers could result in a deterioration in the effectiveness of consumer ordering. By substituting the typically time-consuming process of order input, payment, dispatching orders, and keeping track of orders and online operations, the online store management aims to optimize the customer fulfilment process in order to increase the effectiveness of the online store. Furthermore, in Zha, Li, and Yan (2013) study they stated that much the development and delivery of services, technology-based selfservice, and the expansion of online channels were the three main areas of customer self-efficacy study. Customers with varying levels of self-efficacy in gathering information would likely perceive varying levels of decision quality due to the significance of doing so during the purchasing process. 31 De La Salle University - Dasmariñas BASIC EDUCATION Due to the advancement of significant technology and applications that allow shopping online, it is now a certainty in the modern era. In a study conducted in the Ilocos Norte region in the Philippines, the Ilocanos’ reasons to pursue shopping online are the features that keep it fast, uncomplicated, and efficient. Through a survey conducted, it was determined that most Ilocanos found that shopping online is efficient, further expanding that purchasing products online is fast. Several reasons push buyers to purchase goods online. For instance, (1) customers can use online shopping platforms effectively by comparing product prices across websites, which saves them time and money; (2) consumers can avoid risks that waste their resources when exerting effort to go to a physical store; and (3) buyers can purchase an item whenever without using much more resources to visit shops physically (Parilla & Abadilla, 2022). Similarly, a study by Santos (2018) that concentrated more on young Filipino consumers established that these consumers’ perceptions of online shopping were as follows: (1) it is straightforward when making comparisons of different products, (2) it delivers genuine data about each product, allowing consumers to save resources, (3) it conserves time when choosing and buying products, and (4) it provides ample chance to monitor online transactions through reviewing authentic online sellers. Moreover, social media and online shopping platforms are unquestionably a worldwide 32 De La Salle University - Dasmariñas BASIC EDUCATION phenomenon. The business world has recognized the usefulness of the internet in the communications sector and is now utilizing it to its fullest potential in order to connect with its market. Given that the Philippines is known as "The Social Networking Capital of the World," Filipino businesses ultimately started using social media to sell their goods stated by Gopez (2014). Promos Lee J., Chen-Yu, J. (2018) indicates that the affect-cognition model is better suited to explain price discount effects than the cognition-affect model in the context of online clothing purchasing because the affective effect of price discounts is larger than the cognitive effect. On the other hand, according to Amanah, Dita, and Dedy Ansari Harahap (2018), the students' online purchasing decisions are significantly influenced by the product selection, whereas prices are not. Discounts had a small impact on their university students' decisions to make online purchases. According to Salaudeen, K., Omotosho M. (2020) despite the students' enthusiasm for online sales promotions, they remain skeptical of certain products because they do not want to purchase counterfeit items. It boils down to the fact that students want to keep shopping at online stores because they can get discounts and offers on every product they buy. Even learners who distrust online sales promotions will have a reason to purchase items if they know 33 De La Salle University - Dasmariñas BASIC EDUCATION they will receive worthwhile gifts and discounts from online retailers if they make sure to provide the best value for every product. According to Luo et al. (2021), the two kinds of promotions can differ in how much they affect customers' likelihood of experiencing regret and how much of an impact they have on their propensity to make impulsive online purchases. The restriction aims to increase consumers' impulsive willingness to make online purchases by applying psychological pressure and creating a sense of urgency. When there is too much promotion, the same thing will happen. In the same vein, it is of the utmost importance for all online retailers to assess whether the advantages of the promotion strategies they wish to implement can meet the psychological expectations of customers and pique their desire to make purchases. According to Prasetyo and Dela Fuente (2020), the Philippines' large rise in online commerce is the reason why there has been a huge improvement on the internet, mobile applications, and numerous web technologies. Because an increasing number of Filipinos are making purchases online, it is essential to understand the factors that influence their decisions. This research is motivated by a desire to understand what factors contribute to a positive or negative experience while making a purchase online. Because of the epidemic, a significant number of people in today's society have chosen to live a more modest lifestyle by making use of discount coupons and credit cards. The majority 34 De La Salle University - Dasmariñas BASIC EDUCATION of the respondents prefer to do their shopping online rather than in physical stores. One of the participants stated that "it is much cheaper online than it is on the market," and that "in addition, there are a great deal of vouchers and discounts you can receive online." One of the primary major considerations why the participants prefer purchasing online is because of the prices. One of the respondents offers an explanation as to why it is frequently more cost-effective to buy products online: (1) there are more shops fighting for customers' money; (2) the range of options available has significantly increased; and (3) real things on the market can't travel that far. One area in which they diverge greatly is the quality assurance of their products. The same body of data found that convenience, reduced prices, and special discounts offered by online retailers are the top three reasons why customers opt to make their purchases online. Synthesis Generation X mostly uses technology for work purposes and is the generation that uses it for email frequently. This is because they find social media platforms and technological improvements advantageous for their jobs (Miller and Washington, 2013). They may use electronics for entertainment, but for only 1-2 hours a day. But this doesn’t mean that Generation Xers are not interested in online shopping. In fact, they are below the Baby Boomers when it comes to being interested in digital media, 35 De La Salle University - Dasmariñas BASIC EDUCATION and both generations agreed on the importance of it (Lardera, et al. 2018). Since Generation X is trying to maintain a balance between their life, work, and family, they would generally purchase goods from businesses that specialize in providing good value because their needs are varied, and they typically have financial constraints. They will engage in safe purchasing practices and pick an advantageous and sensible purchasing approach. Some of the variables that influence Generation X to use online shopping platforms are performance expectations, hedonic motivation, price value, habit, behavior intention, delivery, customer satisfaction, and trust (Balakrishnan & Chakraborty, 2017). Convenience is one of the factors that makes consumers use online shopping platforms. It is convenient in a way that they can bring it anywhere they want and use it anytime they want (Jusoh, Z. M., & Ling, G. H., 2012). The users of these applications prefer online shopping platforms since they do not need to leave the comfort of their own home. They just have to browse the internet, and the product that they want or need will immediately show up (as cited in Jiang et al., 2013). The existence of online shopping platforms has made consumers' lives easier because everything is laid out in front of them. For instance, a wide range of products can be shown where they can compare prices and products that are hard to find in onsite stores but are easy to find online (Bulacan et al., 2022). Additionally, what makes 36 De La Salle University - Dasmariñas BASIC EDUCATION customers trust online shopping platforms are also the feedback or reviews that are given by the fellow users. Through this, the comments given by past buyers who evaluated a certain product will help new buyers in making purchase decisions (Gera et al., 2021). Online shopping is a given nowadays, thanks to advanced computers and tools. E-commerce is a domestic manufacturing method that necessitates a sizeable input of individuals to fulfill a range of purchaserelated tasks, mostly marketing skills and computer expertise, to complete a variety of purchase-related tasks. Customers favor online retailers because they involve less physical effort and make it simpler to compare prices and find information (Li, et al. 2016). Moreover, online purchases are popular for a variety of reasons. For instance, customers can use online shopping platforms efficiently by comparing product prices across websites, which saves them time and money; consumers can avoid risks that waste their resources when making the effort to go to a physical store, and buyers can purchase an item whenever without using a lot more resources to visit shops physically (Parilla & Abadilla, 2022). Additionally, young Filipino shoppers were found to have the following perceptions of online shopping such as, it is simple to compare various products, it provides accurate information about each product allowing customers to choose wisely, it expedites the selection and purchase of goods, and lastly, it gives 37 De La Salle University - Dasmariñas BASIC EDUCATION consumers a lot of opportunity to watch online transactions by examining reliable online sellers (Gopez, 2014). Convenience, lower pricing, and exclusive deals provided by online businesses are said to be the top three reasons why people choose to shop online. This is because some people today have decided to live a life full of simplicity by using credit cards and discount coupons. Pricing is one of the primary factors that influence consumer preference for purchasing goods online. Some say that it is much cheaper to buy online than in physical stores, and that there are numerous vouchers and discounts that you can get for every product you buy online. It is also said that purchasing goods online is typically more cost-effective because (1) there are various stores online that are competing for the buyers’ money; (2) there is now a substantially wider variety of alternatives; and (3) products available in traditional markets cannot travel that far (Prasetyo and Dela Fuente, 2020). A platform for the buying and sale of goods and services over digital platforms, such as the World Wide Web, is referred to as an online store. It appears to be a worldwide phenomenon. In actuality, the Philippines has one of Asia's fastest-growing e-commerce businesses (Centeno, et al., 2022). 38 De La Salle University - Dasmariñas BASIC EDUCATION Chapter 3 METHODOLOGY This chapter presents the research procedures used in the study. The research procedure is presented as follows: research design, population and sampling, respondents of the study, research instrument, data gathering procedures, statistical treatment of data, and ethical consideration. Research Design This study applied a quantitative design; a method that includes a structured analysis of a certain occurrence, in which gathered data comes in numerical or statistical form (Watson, 2015). In this approach, a specific sample of a population is examined to derive significant statistical conclusions about the said population. Regardless of the size of a certain population, it is significant that the sample being studied that fits the criteria is included. It is unfeasible to conduct a study including the whole population due to resource limitations, therefore only a sample is drawn from the population. If the sample has been selected fittingly, the results from the sample will be statistically similar to that of the population (Lowhorn, 2013). Furthermore, as this study did not involve variable manipulation and rather sought to observe the factor levels impacting Filipino Generation X's continued use of online shopping platforms, a descriptive correlational 39 De La Salle University - Dasmariñas BASIC EDUCATION research design was employed. A descriptive correlational design is a research design that looks for connections between factors in cases where independent variables are not controlled by the researchers (Lappe, 2000 & Salkind, 2010 as cited in Essel et al., 2022). Applying a descriptive correlational methodology, this study sought to collect substantial data about the variables impacting Filipino Generation X' continued use of Online Shopping Platforms. Population and Sampling With the population being Generation X–individuals ages 42-57, a sample size of 100 - 200 respondents were obtained for this study. The sampling approach used was purposive sampling for the collection and selection of respondents. As this study relates the acquired data with the age of the chosen sample, this sampling approach was considered the most appropriate. Purposive Sampling is a non-probability sampling technique that does not necessitate a predetermined number of respondents and a collection of fundamental theories. It is a sampling technique in that the respondents are chosen specifically by the researchers based on each respondent's characteristics. Overall, the researchers decide what needs to be answered and find people with experience or knowledge that are willing to participate to obtain the information (Etikan et al., 2016). 40 De La Salle University - Dasmariñas BASIC EDUCATION As a population frame is unattainable, this technique was utilized to guarantee accurate and impartial data. Respondents who regularly use online shopping platforms and fall within the age range of 42–57 were considered as an inclusion criterion. Samples were drawn and categorized based on the age of the chosen participants. Therefore, the continuous use of online shopping platforms by the sample obtained was considered significant. Respondents of the Study The proponents selected Filipino Generation X who used online shopping platforms. Preferably, in the age range of 42-57. The respondents were residents of Cavite, who answered an online survey questionnaire. All respondents were individuals that are Filipino Generation X and came from the following cities: Bacoor, Dasmariñas, General Trias, and Imus which are all located in Cavite. Research Instrument This study utilized a survey to acquire and gather the needed data to study the factor level and the behavioral intention influencing the continuous usage of online shopping platforms of Filipino Generation X. A survey is a set of queries asked to respondents to obtain numerical accurate data. One of the main methods for gathering quantitative data is through surveys. Surveys enable the structured collection of statistical data such that it is 41 De La Salle University - Dasmariñas BASIC EDUCATION consistent and clear for analysis (Roopa & Rani, 2012). The survey was disseminated in four parts: Efficiency, Convenience, Promos, and Behavioral Intentions. For the convenience of the respondents, the survey was distributed online. A QR or Link was provided by the researchers for accessing the survey. The questionnaire consists of 60 items, 15 questions for each category through a 5-point Likert scale, a psychometric tool that allows participants to express their feelings, views, and judgments by selecting from a range of levels or categories (Nemoto & Beglar, 2014). Data Gathering Procedures The researchers collected data regarding the continuous usage of online shopping platforms by Generation X through a survey questionnaire. The following procedures explain how the instrument was created and how the data was gathered: 1. The researchers laid out a survey questionnaire consisting of a few items divided into four (4) categories: convenience, efficiency, promos, and behavioral intention in online shopping platforms. 2. The survey was brought by the research adviser and statistician for checking. 3. After validation, the instrument was evaluated through pilot testing. Since the evaluation produced a positive result, the instrument was ready for distribution to the participants. 42 De La Salle University - Dasmariñas BASIC EDUCATION 4. The researchers created a consent form to guarantee the selected participants acknowledge their willingness to answer the survey questions. 5. Researchers initially asked about the respondent's availability, consent, and confidentiality before inviting them to take part in the study. 6. The consent form contained a summary of the objectives and purposes of the study. The document was provided to confirm that written consent was obtained and ensured the data collection process protects the participant’s privacy. 7. The survey questionnaire was given to the chosen participants by the researchers. 8. The gathering of survey forms was implemented after the participants completed answering them. 9. The data analysis was conducted with the results from the survey sheets through a statistic. Statistical Treatment of Data After collecting the survey responses from the selected sample to interpret and analyze the data, the researchers employed the following statistical procedure: 43 De La Salle University - Dasmariñas BASIC EDUCATION Mean. The data collected was analyzed considering measures of central tendency—mean and mode—and measures of association including correlation. Measures of association was used since this study aimed to determine what variables contributed to Filipino Generation X's continuous use of online shopping platforms. Standard Deviation. Use of sample standard deviation was required to characterize a sample in a population and include calculations. By calculating the sample standard deviation of data related to Generation X, researchers can determine the extent of the variation among the different variables. Spearman’s Rho. In addition to sample standard deviation, Spearman’s correlation is a useful statistical tool for analyzing data related to the study. Specifically, it can be applied to understand the relationship between a non-linear variable in the continuous usage of Gen X in online shopping platforms. This enabled researchers to identify which factors had the strongest or weakest correlation depending on the data given and to what extent. Ethical Consideration It was crucial that research ethics were upheld throughout the conduct of this study. Research ethics are important to safeguard participants, serve the research's objective, and manage the risks 44 De La Salle University - Dasmariñas BASIC EDUCATION associated with protecting those who are involved (Walton, 2015). While there may be ethical concerns, it is crucial that they are all addressed to guarantee the validity and benefit of the research. Potentially ethical problems with the study included the following: Informed Consent. An acknowledged consent form gives participants background information about the study, and this knowledge allows them to choose whether to participate. An informed consent form was created to make sure that the selected participants have explicitly stated that they are willing and interested in responding to the survey questions. Privacy and Confidentiality. This conceals details about the participants, including names and other details that could be used to precisely identify them. By completing the survey anonymously, the data collection process ensures that the participant's privacy is protected. By doing this, the participants' security and protection are assured. The participants were given the assurance that anything they say would be documented but that their identities would not change. 45 De La Salle University - Dasmariñas BASIC EDUCATION Chapter 4 RESULTS AND DISCUSSION This chapter discusses the results of each statement of the research study problem and significant findings of the research. This chapter contains an analysis and interpretation of the data gathered. The researchers analyzed the answers of 110 respondents, and the provided survey questionnaire was composed of a few questions that were equally divided into four (4) factors: convenience, efficiency, promos, and behavioral intention on online shopping platforms. Data from statement of the problem one and two had been interpreted based on table one, while data from statement of the problem three had been interpreted based on table two and three. Table 1: Likert Scale Intervals Intervals Category 1 – 1.8 Strongly Disagree 1.81 – 2.6 Disagree 2.61 – 3.4 Neutral 3.41 – 4.2 Agree 4.21 - 5 Strongly Agree 46 De La Salle University - Dasmariñas BASIC EDUCATION Table 2: Interpretation of the Size of a Correlation Coefficient Size of Correlation Interpretation 0.90 – 1.00 Very High Positive Correlation 0.70 – 0.90 High Positive Correlation 0.50 – 0.70 Moderate Positive Correlation 0.30 – 0.50 Low Positive Correlation 0.00 – 0.30 Negligible Correlation Table 3: Interpretation of Significance Level Significance Level Specification p > 0.05 Not Significant p < 0.05 Significant p < 0.01 Very Significant p < 0.001 Highly Significant 47 De La Salle University - Dasmariñas BASIC EDUCATION Statement of the Problem #1 What is Filipino Generation X’s perceived level of factors affecting their usage of online shopping platforms based on: Convenience Table 4: Descriptive Statistics for Convenience Statement Mean Std. Deviation Remark 1. I could order products wherever I am. 4.345 0.710 strongly agree 2. My purchase was completed easily. 4.309 0.632 strongly agree 3. The website is easy to understand and navigate 4.173 0.765 agree 4. I am able to find desired products quickly 4.273 0.703 strongly agree 5. The website provides sufficient information to identify different products within the same category. 4.036 0.765 agree 6. Online payment is simple and easy to access. 4.191 0.796 agree 4.382 0.590 strongly agree 8. The website was easy to find. 4.282 0.665 strongly agree 0.747 agree 7. Payment methods are flexible. 9. I always find the products I want. 4.045 48 De La Salle University - Dasmariñas BASIC EDUCATION 10. The website takes care of product exchanges and returns promptly. 3.527 0.945 agree 11. The website is always accessible. 4.136 0.723 agree 12. I experience no difficulty when completing my purchases. 3.982 0.790 agree 3.245 1.068 neutral 14. 1The check-out process was fast. 4.309 0.726 strongly agree 13. Easy to return unwanted items. 15. I find it easy to select the products I want. 4.300 0.685 strongly agree Overall Convenience 4.103 0.516 agree As the table shows in Table 4, 110 random respondents were given a 15-item questionnaire regarding the convenience of the study of Filipino Generation X's continuous use of platforms for online shopping. According to the findings, the vast majority of responders agreed that using online shopping platforms was convenient, specifically how easy it was to understand and navigate thru the platforms. However, in item 13, one respondent was unbiased whenever it relates to returning unused things. 49 De La Salle University - Dasmariñas BASIC EDUCATION Efficiency Table 5: Descriptive Statistics for Efficiency Std. Remark Deviation Statement Mean 1. I am able to complete my purchases without difficulty. 4.255 0.670 strongly agree 2. It takes little effort to return unwanted purchases. 3.564 1.009 agree 3. Order cancellation and returns are confirmed within the specific 3.427 time period. 0.981 agree 4. When a website/application promises to do something in a certain period of time, it does. 3.891 2.931 agree 5. The addresses of the website/application are included in all existing documentation, advertising, and advertising channels. 3.764 0.789 agree 6. Information can be found on minimum clicks. 3.973 0.748 agree 7. The website/application has a 3.982 very good reputation. 0.663 agree 4.191 0.613 agree 9. All relevant details of the order 3.818 confirmation are sent by email. 0.921 agree 8. Order tracking details are available until delivery time. 50 De La Salle University - Dasmariñas BASIC EDUCATION 10. I feel that it takes less time in evaluating and selecting a product 3.827 while shopping online. 0.811 agree 3.709 0.871 agree 12. Automated or human email responses provide prompt service 3.545 to customers. 0.945 agree 13. Navigation is both consistent 3.809 and standardized. 0.760 agree 14. 1There are well-programmed 4.000 search options. 0.650 agree 11. Direct instructions are available. 15. Responses to e-mails are relevant and accurate and appropriate to customer requirements. 3.700 0.841 agree Overall Efficiency 3.830 0.571 agree The Table 2 shows that in terms of efficiency, one participant strongly agreed especially when their online purchase was completed without difficulty. While the rest of the participants agreed particularly when it comes to acquiring the products they needed without having to leave the comfort of their homes. It is no wonder that more and more people in Generation X’s are turning to these platforms for their needs and wants. Overall, the 51 De La Salle University - Dasmariñas BASIC EDUCATION data gathered reveals that it is indeed efficient to use online shopping platforms. Promos Table 6: Descriptive Statistics for Promos Statement Mean Std. Deviation Remark 1. If the discount on this product is larger in the future, I will regret not buying it immediately. 4.200 0.727 agree 2. In the future, I will find that the product will be restored to its original price. If I do not buy it now, I will regret it. 4.055 0.727 agree 3. Seeing this promotional item, I will impulsively want to buy it even though it is not in my shopping plan. 4.064 0.681 agree 4. Redeeming discounts makes me feel good. 4.164 0.698 agree 5. I enjoy looking for discounts on the Internet. 4.255 0.683 strongly agree 6. When I use a discount, I feel that I am getting a good deal. 4.155 0.706 agree 7. I have favorite brands, but most of the time I buy the brand I have a discount for 3.836 0.883 agree 52 De La Salle University - Dasmariñas BASIC EDUCATION 8. I am more likely to buy brands for which I have a discount. 4.209 0.607 agree 9. I perceived that there were personalized price promotions for me based on my past purchase history 4.045 0.828 agree 10. I perceived that the personalized price promotions fit my tastes very well 3.927 0.864 agree 11. I enjoy buying at discount regardless of the amount I save by doing so. 3.882 0.798 agree 12. Free vouchers influenced me to participate in big online shopping event sales. 4.027 0.735 agree 13. Online game features of online shopping platforms that give vouchers and/or coins as prizes were engaging during the event sales. 3.818 0.848 agree 14. Seasonal promotional codes influenced me to participate during the event sales. 3.564 1.045 agree 15. ₱1 raffle on an online shopping platform is encouraging to buy. 3.218 0.980 neutral Overall Promos 3.845 0.604 agree 53 De La Salle University - Dasmariñas BASIC EDUCATION Table 6 showcases an average of the statistics gathered from 110 Generation X respondents regarding their perception of the influence of promos on their continuous use of online shopping platforms. The table shows that statement 15, which is “₱1 raffle,” is a feature of promos that was neither influential nor uninfluential, and the rest were influential features, especially statement 5, which was enjoyed by the respondents looking for discounts, making promos fall under the agree level, resulting in promos being one of the variables that affected continuous usage of ecommerce platforms of Generation X. Statement of the Problem #2 What is their level of intention to continue using the online shopping platforms? Table 7: Descriptive Statistics for Intention Std. Remark Deviation Statement Mean 1. I will continue to shop online on this platform. 4.200 0.727 agree 2. I encourage others to shop online on this platform. 4.055 0.727 agree 3. I will use this platform website more often for online purchases. 4.064 0.681 agree 4. I am satisfied with my previous online 4.164 shopping experience. 0.698 agree 54 De La Salle University - Dasmariñas BASIC EDUCATION 5. I intend to purchase online again if I need any product. 4.255 0.683 strongly agree 6. I will recommend this platform to my family and friends 4.155 0.706 agree 7. I would not use another platform as long as it continues to sell the product I need 3.836 0.883 agree 8. I will continue to use this platform because it is easy to use 4.209 0.607 agree 9. I will continue to use this platform because of its promos 4.045 0.828 agree 10. I will continue to use this platform because of the good customer service 3.927 0.864 agree 11. I intend to use this platform because 3.882 of its reduced risks 0.798 agree 12. I will say positive things about this online shopping platform 4.027 0.735 agree 13. I will continue to use this platform because of the word-of-mouth endorsement of others. 3.818 0.848 agree 14. I will complain to other customers if I experience a problem with the platform 3.564 1.045 agree 15. I will probably use this online shopping platform less frequently. 3.218 0.980 neutral Overall Intention 3.961 0.557 agree 55 De La Salle University - Dasmariñas BASIC EDUCATION Table 7 reveals an average perception among 110 members of Generation X when it comes to behavioral intention for their continuous use of online shopping platforms. According to the table, the average perception of the respondents was that the respondents would continue using online shopping platforms and recommend these platforms to others as well. Statement of the Problem #3 Is there a significant relationship between their perceived level on the given factors and their level of intention to continue using the said platform? Table 8: Correlation Table for Intention Level of Domain Spearman ρ p-value Remark Convenience .563** <0.001 Moderate Positive Efficiency .619** <0.001 Moderate Positive Promos .553** <0.001 Moderate Positive * A p-value of less than 0.05 indicates that the finding is significant. The researchers employed Spearman's rho correlation to examine the association between the variables and the levels of continuous usage of Generation X in online purchasing platforms. The table demonstrates that the p-values for all three components were less than 0.001. If the p-value is less than 0.05, the outcome is deemed significant. The intention of Generation X to continue using online shopping platforms was significantly 56 De La Salle University - Dasmariñas BASIC EDUCATION influenced by all three factors. Looking at the Spearman's rho for additional analysis, the researchers interpreted the correlation coefficients of the factors. For purposes of interpreting the correlation coefficients, values between 0.9 and 1.0 denote extremely high positive correlation, values between 0.7 and 0.9 denote high positive correlation, values between 0.5 and 0.7 denote moderate positive correlation, values between 0.3 and 0.5 denote low positive correlation, and values between 0.0 and 0.3 denote negligible correlation. Hence, the null hypothesis was rejected. Discussion of Results According to Chelvarayan et al. (2021), the significance of the following four elements was established: delivery, customer satisfaction, product and service quality, and trust. There was evidence that each of the other factors significantly affected the likelihood that people would make purchases online, with the exception of the third factor, product and service quality. This is supported by Adwan et al. (2021), who found that trust perception and expected purchases have a significant relationship. Online retailers are more trusted by customers, which encourages Generation X to have higher standards for internet purchases. These points are further supported by the conducted study, as the researchers found that convenience, efficiency, and promotions were factors that largely impacted Filipino Generation X’s intention to keep using online shopping platforms. 57 De La Salle University - Dasmariñas BASIC EDUCATION Convenience is among the key elements that can affect a person's decision to use online shopping platforms. According to Acerit et al. (2022), students who use online shopping platforms find it more convenient to keep utilizing them than not doing so. The ease of the transactions is the main attraction in the eyes of many (Acerit et al., 2022). The findings of Acerit et al. (2022) support the notion that people use online shopping because they find that having their products delivered to them without having to leave their homes is convenient. According to Abeabe et al. (2022), the ease that e-commerce provides has made people's lives easier. Additionally, since they are no longer required to travel to actual stores, convenience is what draws customers to make purchases online (Balderaz and Campos, 2020). The study further supported these points, as most of the participants agreed that having their products delivered to their homes, the simplicity of use of online marketplaces, and having a lot more variety of products to choose from were more convenient than having to go to a physical retail store to buy their products themselves. Balderaz and Ponder’s (2010) research as cited by Balderaz and Campos (2020), outlined the practical distinctions between traditional and online shopping. Throughout the shopping process, the consumer always spends their time and effort attempting to find their desired store with the product they are looking for, as well as 58 De La Salle University - Dasmariñas BASIC EDUCATION paying for the said product. Additionally, the customers must also visit and search the store for the product they are looking for, as well as pay for it at the counter. These are all examples of activities related to conventional shopping. While online shoppers locate an online shop, seek the product details, traverse the website, complete the transaction, and then wait for the product to arrive. Most research participants agreed that online shopping platforms were a convenient alternative to the traditional way of buying goods. The participants discovered that the simplicity of online shopping's use and convenience were enough reasons to keep shopping online as opposed to traditional shopping. According to a study by Saha et al. (2020), the UTAUT-2 Unified Theory of Acceptance and Use of Technology, an expansion of the first theory, was acquired as a framework for researching how the efficiency of delivery affects a customer's decision to make another purchase. The study's findings offer strong evidence for this theory, which claims that the efficiency of delivery and cost savings influence a buyer's interest in shopping online. The study conducted further supports this, as the respondents agreed that the efficiency of using online retail stores contributed to their interest to keep using the platform. Additionally, Saha et al. (2020) argued that future repurchase intentions are significantly impacted by online shopping satisfaction. The findings of earlier studies 59 De La Salle University - Dasmariñas BASIC EDUCATION that used the UTAUT-2 are well supported by the findings of this research. Furthermore, it was stated by Frick and Matthies (2020) the efficiency of consumption when purchasing online is substantially higher. The fact that it heavily depends on consumer impulsiveness shows that simply having the opportunity to acquire something more efficiently and conveniently does not always result in that action. Additionally, it is demonstrated in the study's findings that efficient developments in online shopping were positively related to the rise in the number of products purchased online. The findings of the researchers acknowledge this, as the efficiency of the online shopping platform had an impact on the intention of the respondents to keep using the retail store. Most of the study participants had experience with online shopping efficiency, as they agreed that it was an efficient alternative to traditional stores, and the growing popularity and the improvements that online retail stores had been receiving would only enhance the user experience and gain more support from the public as the trend breaks through the mainstream. The finding on table 8 demonstrates that all three factors had a considerable impact on people's desire to utilize online marketplaces in the future. The three factors—convenience, efficiency, and promotions—had a moderately positive tendency to increase the level of intention for continuous use of online shopping platforms. 60 De La Salle University - Dasmariñas BASIC EDUCATION According to Salaudeen, K., Omotosho M. (2020), the students are enthusiastic about online sales promotions, but they are wary of some things since they don't want to buy fake goods. It comes down to the fact that students choose to continue shopping at online retailers since they may take advantage of deals and discounts on every item they purchase. Online retailers should ensure that they provide the best deal for each item, so students who are skeptical of the quality of items with online promotions have a reason to keep purchasing products from the stores because they know they will receive decent value from the discounted products. The research supported this claim, as the respondents agreed that despite having their preferences and being skeptical of the product's quality, they cannot resist the urge and temptation of buying a product at a discounted price, as they were willing to take the risk of possibly owning counterfeit goods for the sake of not missing a chance to grab a product at its discounted price. According to Luo et al. (2021), the two kinds of promotions can differ in how much they affect customers' likelihood of experiencing regret and how much of an impact they have on their likelihood of making impulsive online purchases. By creating a sense of urgency and applying psychological pressure, the restriction provokes the impulsive tendencies of a consumer to make purchases online. The same thing will occur when there is an excessive amount of promotion. In the same vein, it is crucial for 61 De La Salle University - Dasmariñas BASIC EDUCATION all online retailers to determine if the advantages of the marketing strategies they plan on using can meet their customers' demands and spark their interest in making purchases. The researchers found that the respondents could and would impulsively buy products that piqued their interest as long as they had tempting promotions with them, but if the promotion did not meet their expectations or their interest, they were likely to ignore it despite having a tempting promotion with it. 62 De La Salle University - Dasmariñas BASIC EDUCATION Chapter 5 SUMMARY, CONCLUSIONS, AND RECOMMENDATIONS This chapter includes the summary of the findings, conclusions, and recommendations of the study. Summary This study aimed to evaluate the level of factors that affect the perception of Filipino Generation X on online shopping platforms. The mentioned factors included in the study are (1) convenience, (2) efficiency, and (3) promos. The research also aimed to analyze respondents' level of intention to utilize online shopping sites continuously. In addition, the study’s goal was not limited to investigating the level of perception and intention, respectively; it also aimed to assess and identify whether there was a substantial association between the perception and intention to use online shopping platforms continuously. A four-part, 60-item online survey was used for the data collection, which was verified, and pilot tested. The three aforementioned factors were the main emphasis of the survey, and behavioral intention (4) was the focus of one section. The survey was distributed to 110 respondents aged 42-57, residing in the following cities in Cavite: Bacoor, Dasmariñas, General Trias, and Imus. Purposive sampling method was employed for the selection of the participants of this study. The following statistical techniques were used 63 De La Salle University - Dasmariñas BASIC EDUCATION in the study to examine the data gathered: descriptive statistics, which include the mean and standard deviation. Additionally, Spearman's Rho was used to further analyze the relationship between perception and intention using inferential statistics. The findings of this study showed that convenience, efficiency, and promos were indeed influential factors when it comes to the continuous usage of online shopping platforms. The levels of each factor that were compiled from 110 people determined which of the three factors was the most influential in using online shopping platforms. Convenience garnered an overall average of 4.103, efficiency a total average of 3.830, and promos which gathered a 3.845 average. Based on the survey's findings, it showed that Generation X plans to continue using online shopping platforms and recommends the said platforms to other people as well. The relationship between the perceived level of the factors and the level of intention to continue using the said platform was determined by the researchers using Spearman's rho correlation, wherein if the p-value is less than 0.05, it is considered significant. When it comes to their continuous use of online shopping platforms, the three factors were significant, as evidenced by the results of the three factors having a p-value of less than 0.001. 64 De La Salle University - Dasmariñas BASIC EDUCATION Conclusion In conclusion, it appears that the Filipino Generation X had a high perceived level of factors affecting their usage of online shopping platforms based on convenience, efficiency, and promos. They seemed to find the said platform convenient, as they could order products wherever they were. The website was also assumed to be accessible and comprehensible. Moreover, the website also tended to provide sufficient information to help recognize the distinction of products inside the identical classification. Hence, they were capable to speedily discover the products they wanted to buy. In addition, the payment methods were perhaps flexible, making the online payments simple and easy to access. And lastly, the website appeared to take care of product exchanges and returns promptly. When it comes to efficiency, it was believed that it minimized the use of resources as the Filipino Generation X was able to complete their purchases without any difficulty due to the availability of its direct instructions. The navigation also appeared to be both consistent and standardized, and well-programmed search options seemed to be available. Additionally, it also conceivably lived up to the expectation of fulfilling its commitment within a certain period of time. An example of this was confirming order cancellations and returns within a specific period of time, which suggested that returning unwanted purchases took only a tiny 65 De La Salle University - Dasmariñas BASIC EDUCATION effort. It also indicated that information could be found with a minimum of clicks because the addresses of the website were incorporated in every authentication. On top of that, the validation of a purchase, which included pertinent data, were often transmitted through email. And most importantly, it was widely agreed that they could quickly assess and pick a certain product while shopping virtually. With regards to its promos, it seemed to entice the Filipino Generation X, as seeing a promotional item led them to make an impulsively purchase. One possible explanation is that the free vouchers from seasonal promotional codes and online game features of online shopping platforms had influenced them to engage in the big events held by virtual shopping platforms that could help them earn discounts. It assumed that they enjoy looking for discounts on the internet, as redeeming discounts made an impression that it was a great deed regardless of the amount that they save by doing so. It also showed that if a certain product was restored to its original price in the future, they would regret not buying it immediately. Moreover, even though they had their own respective favorite brands, they were most likely to buy from brands that had discounts. In terms of behavioral intention, it indicated that Filipino Generation X also had a high level of intention to continue using online shopping platforms. It assumed that they would be using the same platform more 66 De La Salle University - Dasmariñas BASIC EDUCATION often for online purchases and would not be using a different one as long as it continues to sell the product that they need. In addition, it could be seen that they would encourage others to shop online and recommend this platform to their family and friends. Furthermore, it also appeared that a crucial correlation could be seen within their perception in terms of the level on the given factors and their level of intention to continue using the said platform, as the findings that were discussed above showed that they continue to use the online shopping platforms because they were easy to use, had reduced risks, and offered promos. Recommendations In accordance with the study's results and conclusions, the following recommendations were made: 1. The research's context only included a tiny percentage of consumers from certain locations. Therefore, there is a greater opportunity for future research, which should be undertaken over a larger geographic area in various regions or countries to achieve outcomes that are more reliable. 2. Future researchers who are interested in this area of study may include further relevant external influence factors for future research, 67 De La Salle University - Dasmariñas BASIC EDUCATION such as economic standing, cultural diversity, business image, and religious faith. 3. The target population could be based on different generations, educational backgrounds, and average income levels as a result of additional research into consumer behaviors. Since various criteria, factors, and environments might result in various points of view and research findings. 4. Customers should exercise caution and common sense while purchasing whatever they're looking for online to avoid any issues. Always be sure to examine the product's quality. Customers should also make sure they are on a "secured" website to safeguard the security of any personal information they input. Additionally, customers should refrain from making purchases from websites that ask them to provide their personal information prior to making a purchase. 5. Future scholars ought to investigate this study. As for individuals who aspire to carry out the same survey regarding the factor level of customers with online purchasing sites, this may serve as their reference material or guidance. For those who are interested, they can submit more pertinent data that can improve and deepen the 68 De La Salle University - Dasmariñas BASIC EDUCATION research on the factors affecting the continuous use of online shopping platforms. 69 De La Salle University - Dasmariñas BASIC EDUCATION REFERENCES Abadilla, M. E. M., & Parilla, E. S. (2022). Perceived Risk and Mobile Shopping Motivations in Ilocos Norte Philippines. 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Nursing Standard, 29(31), 44– 48. https://doi.org/10.7748/ns.29.31.44.e8681 De La Salle University - Dasmariñas BASIC EDUCATION APPENDIX A RESEARCH FORMS Application for Title Defense 85 De La Salle University - Dasmariñas BASIC EDUCATION 86 De La Salle University - Dasmariñas BASIC EDUCATION 87 De La Salle University - Dasmariñas BASIC EDUCATION 88 De La Salle University - Dasmariñas BASIC EDUCATION Research Request Form (Research Adviser, Statistician, And Proofreader) 89 De La Salle University - Dasmariñas BASIC EDUCATION Research Progress Form 90 De La Salle University - Dasmariñas BASIC EDUCATION Research Adviser Acceptance Form 91 De La Salle University - Dasmariñas BASIC EDUCATION Research Statistician Acceptance Form 92 De La Salle University - Dasmariñas BASIC EDUCATION Research Proofreader Acceptance Form 93 De La Salle University - Dasmariñas BASIC EDUCATION Oral Defense Endorsement Form 94 De La Salle University - Dasmariñas BASIC EDUCATION Final Defense Endorsement Form 95 De La Salle University - Dasmariñas BASIC EDUCATION Summary of Suggestions: Oral Defense 96 De La Salle University - Dasmariñas BASIC EDUCATION 97 De La Salle University - Dasmariñas BASIC EDUCATION Summary of Suggestions: Final Defense 98 De La Salle University - Dasmariñas BASIC EDUCATION 99 De La Salle University - Dasmariñas BASIC EDUCATION Research Adviser’s Consultation Form 100 De La Salle University - Dasmariñas BASIC EDUCATION Online Data Gathering Informed Consent Form 101 De La Salle University - Dasmariñas BASIC EDUCATION Research Clearance Form 102 De La Salle University - Dasmariñas BASIC EDUCATION APPENDIX B SURVEY FORMS Filipino Generation X’s Continuous Use of Online Shopping Platforms: A Study of the Factor Levels The objective of this research is to determine the levels of different factors when it comes to influencing Generation X in their continuous usage of online shopping platforms specifically in terms of: Convenience, Efficiency, and Promos. This research also aims to determine the level of intention of each factor, the significant relationship between their perceived level on the given factors, and their level of intention to continue using the said platform. (1) Strongly disagree; (2) Disagree; (3) Neither agree nor disagree; (4) Agree; (5) Strongly agree. Convenience This refers to how influential online shopping platforms are in terms of: Convenience (1) Strongly disagree; (2) Disagree; (3) Neither agree nor disagree; (4) Agree; (5) Strongly agree 103 De La Salle University - Dasmariñas 104 BASIC EDUCATION Statement 1 2 3 4 5 1. I could order products wherever I am. 1 2 3 4 5 2. My purchase was completed easily. 1 2 3 4 5 3. The website is easy to understand and navigate 1 2 3 4 5 4. I am able to find desired products quickly 1 2 3 4 5 5. The website provides sufficient information to identify different products within the same category. 1 2 3 4 5 6. Online payment is simple and easy to access. 1 2 3 4 5 7. Payment methods are flexible. 1 2 3 4 5 8. The website was easy to find. 1 2 3 4 5 9. I always find the products I want. 1 2 3 4 5 10. The website takes care of product exchanges and returns promptly. 1 2 3 4 5 11. The website is always accessible. 1 2 3 4 5 12. I experience no difficulty when completing my purchases. 1 2 3 4 5 13. Easy to return unwanted items. 1 2 3 4 5 14. 1The check-out process was fast. 1 2 3 4 5 15. I find it easy to select the products I want. 1 2 3 4 5 De La Salle University - Dasmariñas 105 BASIC EDUCATION Efficiency This refers to how influential online shopping platforms are in terms of: Efficiency (1) Strongly disagree; (2) Disagree; (3) Neither agree nor disagree; (4) Agree; (5) Strongly agree Statement 1 2 3 4 5 1. I am able to complete my purchases without difficulty. 1 2 3 4 5 2. It takes little effort to return unwanted purchases. 1 2 3 4 5 3. Order cancellation and returns are confirmed within the specific time period. 1 2 3 4 5 4. When a website/application promises to do something in a certain period of time, it does. 1 2 3 4 5 5. The addresses of the website/application are included in all existing documentation, advertising, and advertising channels. 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 11. Direct instructions are available. 1 2 3 4 5 12. Automated or human email responses provide prompt service to customers. 1 2 3 4 5 13. Navigation is both consistent and standardized. 1 2 3 4 5 6. Information can be found on minimum clicks. 7. The website/application has a very good reputation. 8. Order tracking details are available until delivery time. 9. All relevant details of the order confirmation are sent by email. 10. I feel that it takes less time in evaluating and selecting a product while shopping online. De La Salle University - Dasmariñas 106 BASIC EDUCATION 14. 1There are well-programmed search options. 1 2 3 4 5 15. Responses to e-mails are relevant and accurate and appropriate to customer requirements. 1 2 3 4 5 Promo This refers to how influential online shopping platforms are in terms of: Promo (1) Strongly disagree; (2) Disagree; (3) Neither agree nor disagree; (4) Agree; (5) Strongly agree Statement 1. If the discount on this product is larger in the future, I will regret not buying it immediately. 2. In the future, I will find that the product will be restored to its original price. If I do not buy it now, I will regret it. 3. Seeing this promotional item, I will impulsively want to buy it even though it is not in my shopping plan. 4. Redeeming discounts makes me feel good. 5. I enjoy looking for discounts on the Internet. 6. When I use a discount, I feel that I am getting a good deal. 7. I have favorite brands, but most of the time I buy the brand I have a discount for 8. I am more likely to buy brands for which I have a discount. 9. I perceived that there were personalized price promotions for me based on my past purchase history 10. I perceived that the personalized price promotions fit my tastes very well 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 De La Salle University - Dasmariñas 107 BASIC EDUCATION 11. I enjoy buying at discount regardless of the amount I save by doing so. 12. Free vouchers (discount vouchers, free shipping vouchers, cashback vouchers, featured shops vouchers, and/or featured brands vouchers) influenced me to participate in big online shopping event sales. 13. Online game features of online shopping platforms that give vouchers and/or coins as prizes were engaging during the event sales. 14. Seasonal promotional codes influenced me to participate during the event sales. 15. ₱1 raffle on an online shopping platform is encouraging to buy. 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 Behavioral Intention This refers to how the factors affect the Generation X in terms of: Behavioral Intention (1) Strongly disagree; (2) Disagree; (3) Neither agree nor disagree; (4) Agree; (5) Strongly agree Statement 1. I will continue to shop online on this platform. 2. I encourage others to shop online on this platform. 3. I will use this platform website more often for online purchases. 4. I am satisfied with my previous online shopping experience. 5. I intend to purchase online again if I need any product. 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 De La Salle University - Dasmariñas 108 BASIC EDUCATION 6. I will recommend this platform to my family and friends 7. I would not use another platform as long as it continues to sell the product I need 8. I will continue to use this platform because it is easy to use 9. I will continue to use this platform because of its promos 10. I will continue to use this platform because of the good customer service 11. I intend to use this platform because of its reduced risks 12. I will say positive things about this online shopping platform 13. I will continue to use this platform because of the word-ofmouth endorsement of others. 14. I will complain to other customers if I experience a problem with the platform 15. I will probably use this online shopping platform less frequently. 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 1 2 3 4 5 De La Salle University - Dasmariñas BASIC EDUCATION APPENDIX C CERTIFICATES Ethics and Data Privacy Certification 109 De La Salle University - Dasmariñas BASIC EDUCATION Certificate of Statistical Treatment of Data APPENDIX D FIGURE Conceptual Framework 110 De La Salle University - Dasmariñas BASIC EDUCATION Certificate of Proofreading 111 De La Salle University - Dasmariñas BASIC EDUCATION Certificate of Ethics and Data Privacy Review Endorsement Form 112 De La Salle University - Dasmariñas BASIC EDUCATION APPENDIX D FIGURES 113 De La Salle University - Dasmariñas 114 BASIC EDUCATION APPENDIX E CURRICULUM VITAE Diana Alliyah Nadres Principal Investigator 0926 699 2257 ndo0332@dlsud.edu.ph Dasmariñas, Cavite Diana Alliyah O. Nadres is an 18-year-old student, born on November 6, 2004. She is currently a senior high school student at De La Salle University-Dasmariñas under the strand of Accountancy, Business, and Management. She is known to be resilient, goal-oriented, and compassionate. She is also a student athlete. People know her as the former class president and the current team captain in basketball. She has experienced leadership throughout her high school years. As a student, she balances her time with academics and varsity. She is a student who excelled in academics and sports. Moreover, she plans to take a BS in psychology in college. De La Salle University - Dasmariñas BASIC EDUCATION Alyanna D. Vallejos Co-Principal Investigator 0936 953 3607 vad0220@dlsud.edu.ph General Trias, Cavite Alyanna D. Vallejos is a persevering and goal-oriented 19-year-old student who was born on June 10, 2004. She claims to be persevering and goaloriented, as she strives to pursue her goals and achieve them despite facing difficulties along the way. Moreover, she is currently a grade 12 student at De La Salle University-Dasmariñas under the strand “Accountancy, Business and Management”. Throughout her whole academic career, she experienced being a leader numerous times, which trained and developed her leadership skills. In addition, she has been a consistent honor student ever since she started attending school, and she aspires to have a degree in Accountancy and be a Certified Public Accountant in the future. 115 De La Salle University - Dasmariñas BASIC EDUCATION Jamesse Hayes Dizon Co-Researcher 0956 002 3165 djb478@dlsud.edu.ph Amadeo, Cavite Jamesse Hayes B. Dizon is an 18-years-old, born on March 14, 2005. She is a current student at De La Salle University - Dasmariñas. She is known as a capable, dependable, and straight-forward person. She consistently receives honors throughout her high school education. She has been recognized for her academic achievements and involvement in different organizations since junior high school. She enjoys listening to music and watching films. She is eager to pursue a career as a forensic scientist. 116 De La Salle University - Dasmariñas BASIC EDUCATION Nakeisha Ailla Manalo Co-Researcher 0997 810 5667 mna0340@dlsud.edu.ph Bacoor, Cavite Nakeisha Ailla A. Manalo is an 18-year-old student, born on December 4, 2004. She is currently a Grade 12 student at De La Salle UniversityDasmariñas under the strand of Accountancy, Business, and Management. People know her as a reliable, positive-thinking, and conscientious person. As a student, she gives her best to balance her time with academics, her family, and self-care, as well as exert great effort in everything. She has experienced leadership through her junior high and senior high school years. She has a passion for dancing, literature, and the creative arts. She is a consistent honor student and plans to take a course in economics in college and be in the business world in the future. 117 De La Salle University - Dasmariñas BASIC EDUCATION Antonette E. Perez Co-Researcher 0999 845 2893 pae0392@dlsud.edu.ph General Trias, Cavite Antonette E. Perez is an 18-year-old, born on December 2, 2004. She is currently studying Senior High School at De La Salle University– Dasmariñas. She is known to be an easy-going and fun-to-be-with person. She is responsible, patient, and understanding, many people can attest to that. As a student achiever, she joined various extracurricular activities such as sports competitions, academic competitions, and clubs/organizations. She is a consistent honor student ever since she started her education. The things she loves to do in order to relieve her stress are watching movies/series, reading novels, and listening to music. She plans on taking a degree in Legal Management and pursuing law in the future. 118 De La Salle University - Dasmariñas BASIC EDUCATION Serena Gracielle D. Roxas Co-researcher 0995 834 9368 rsd0132@dlsud.edu.ph Dasmariñas City, Cavite Serena Gracielle D. Roxas is a senior high school student studying accountancy, business, and management at De La Salle UniversityDasmariñas. She was born on May 19, 2005, and is an 18-year-old with outstanding interpersonal skills. She is seen as a person who is determined, competent, and adaptable. She is a student who excelled in academics and maintained a number of accolades. Her interests include watching and dissecting films, listening to music, and going to different places. She intends to pursue administration. a degree in entrepreneurship and business 119 De La Salle University - Dasmariñas BASIC EDUCATION Jasmine Marie Soriano Co-Researcher 0926 096 3466 sjd0302@dlsud.edu.ph Imus, Cavite Jasmine Marie D. Soriano is currently in 12th grade under the Accountancy, Business, and Management strand. She is 18 years old and was born on July 24, 2004. She is known to be an organized and straight-forward person, which helped her excel in her academics. She has garnered awards throughout her academic career and joined multiple organizations since junior high school. Her interests revolve around books, movies, and reading the Young Blood Archives of Philippine Daily Inquirer. She plans to take up a degree in business economics and be a successful career woman in the future. 120 De La Salle University - Dasmariñas BASIC EDUCATION Psalm Avriahne D. Perma Co-Researcher 0949 943 8091 ppd0170@dlsud.edu.ph Imus, Cavite Psalm Avriahne D. Perma is a 19-year-old grade 12 student from De La Salle University-Dasmariñas. He is known for being laid-back and quiet. He is silent most of the time and takes time to feel comfortable around new people. As a student, he likes to do things his own way; he is driven by motivation to achieve something. He has a passion for music and anything esports-related. He is currently undecided about his future but is looking forward to the opportunities that may arise. 121