Why do Consumers Adopt E-Grocery? A Systematic Literature Review
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Electronic grocery (e-grocery) is currently the most emerging subset of online shopping. Every week, 28.3% of people buy grocery products online. The value of e-grocery sales in Indonesia is predicted to continue to rise and will reach around US $5.6 trillion by 2026. This indicates that e-grocery is an important potential market for quick-commerce online shopping services in the future. A Systematic Literature Review research in the field of e-grocery has existed before. A Systematic Literature Review research in the field of e-grocery has existed before. However, to date, the authors have not found SLR research that focuses on exploring the driving factors of e-grocery adoption. To bridge the gap, the purpose of this study is to provide a comprehensive overview of the factors that influence consumers to adopt e-grocery or online grocery shopping. The method used was Systematic Literature Review. The process of searching and selecting scientific articles through Scopus with various criteria resulted in 25 primary studies. The results showed that the most common driving factors found among the 25 studies were Perceived Ease of Use and Perceived Usefulness adapted from TAM theory, delivery time factor, and demographic factors such as age, gender, income, and education level. Despite the numerous factors mentioned in the primary studies, no factor has been able to represent the phenomenon of deals and promotions that are often found in various e-commerce applications, including e-grocery service providers.
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 We are Social and Hootsuite, “DIGITAL 2022: Global Overview Report,” 2022. [Online]. Available: https://datareportal.com/reports/digital-2022-global-overview-report.
 We are Social and Hootsuite, “Digital 2021: Global Overview Report,” 2021. [Online]. Available: https://datareportal.com/reports/digital-2021-global-overview-report.
 H. Nurhayati-Wolff, “Indonesia: Type of Products Purchased Online 2022 | Statista,” Statista, Aug. 17, 2022. https://www.statista.com/statistics/1326477/indonesia-leading-products-purchased-online/ (accessed Dec. 25, 2022).
 P. W. Handayani, R. A. Nurahmawati, A. A. Pinem, and F. Azzahro, “Switching Intention from Traditional to Online Groceries Using the Moderating Effect of Gender in Indonesia,” J. Food Prod. Mark., vol. 00, no. 00, pp. 425–439, 2020, doi: 10.1080/10454446.2020.1792023.
 M. Huang and B. P. C. Yen, “Driving forces for digital transformation – Case studies of Q-commerce,” Proc. Int. Conf. Electron. Bus., vol. 21, pp. 117–128, 2021.
 R. Villa and A. Monzón, “Mobility restrictions and e-commerce: Holistic balance in madrid centre during COVID-19 lockdown,” Economies, vol. 9, no. 2, 2021, doi: 10.3390/economies9020057.
 AlloFresh, “Allofresh: Belanja Online Kebutuhan Rumah Tangga dalam Genggaman.” https://allofresh.id/ (accessed Dec. 25, 2022).
 Astronauts.id, “ASTRO | Astronauts.id.” https://www.astronauts.id/ (accessed Dec. 25, 2022).
 Astronauts.id, “ASTRO - Groceries in Minutes - Application in Google Play.” https://play.google.com/store/apps/details?id=com.astro.shop&hl=in&gl=US (accessed Dec. 25, 2022).
 Sayurbox, “SayurBox | Grocery Semakin Mudah dan Hemat.” https://www.sayurbox.com/ (accessed Dec. 25, 2022).
 Sayurbox, “Sayurbox - Grocery Jadi Mudah - Application in Google Play.” https://play.google.com/store/apps/details?id=com.sayurbox&hl=in&gl=US (accessed Dec. 25, 2022).
 Amazon, “Amazon Fresh Groceries.” https://www.amazon.com/fmc/m/30003175?almBrandId=QW1hem9uIEZyZXNo (accessed Dec. 31, 2022).
 Delivery Hero, “Delivery Hero – Always delivering an amazing experience.” https://www.deliveryhero.com/ (accessed Dec. 31, 2022).
 R. Bauerová and M. Klepek, “Technology acceptance as a determinant of online grocery shopping adoption,” Acta Univ. Agric. Silvic. Mendelianae Brun., vol. 66, no. 3, pp. 737–746, 2018, doi: 10.11118/actaun201866030737.
 Statista Research Department, “U.S. Online Grocery Shopping Weekly Spending 2022 | Statista,” Oct. 13, 2022. https://www.statista.com/statistics/1351746/us-online-grocery-shopping-weekly-spending/ (accessed Dec. 25, 2022).
 H. Nurhayati-Wolff, “Market share of online grocery retail in Indonesia in 2020 with a forecast for 2022 | Statista,” Statista, 2021. https://www.statista.com/statistics/1227268/indonesia-online-grocery-retail-market-share/ (accessed Dec. 25, 2022).
 H. Nurhayati-Wolff, “Share of shoppers who had bought groceries online in Indonesia as of May 2020 | Statista,” Statista, Apr. 16, 2021. https://www.statista.com/statistics/1225821/indonesia-online-grocery-shopping/ (accessed Dec. 25, 2022).
 H. Nurhayati-Wolff, “Forecast sales value of the e-grocery market in Indonesia from 2022 to 2026 | Statista,” Statista, Oct. 26, 2022. https://www.statista.com/statistics/1341723/indonesia-forecast-e-grocery-market-sales/ (accessed Dec. 25, 2022).
 J. C. Martín, F. Pagliara, and C. Román, “The research Topics on e-grocery: Trends and Existing Gaps,” Sustain., vol. 11, no. 2, pp. 1–15, 2019, doi: 10.3390/su11020321.
 H. Prabowo, E. N. Hindarwati, and Y. Yuniarty, “Online Grocery Shopping Adoption: A Systematic Literature Review,” Proc. 2020 Int. Conf. Inf. Manag. Technol. ICIMTech 2020, no. August, pp. 40–45, 2020.
 E. Turban, J. Whiteside, D. King, and J. Outland, Introduction to Electronic Commerce and Social Commerce. 2017.
 HappyFresh, “HappyFresh - Belanja Grocery - Application in Google Play.” https://play.google.com/store/apps/details?id=com.happyfresh.android&hl=in&gl=US (accessed Dec. 25, 2022).
 HappyFresh, “Seberapa cepat pengantaran? / How fast do you deliver? – HappyFresh.” https://idhappyfresh.zendesk.com/hc/en-us/articles/13293650360985-Seberapa-cepat-pengantaran-How-fast-do-you-deliver- (accessed Dec. 25, 2022).
 Hypermart, “Hypermart Official Website | FAQ.” https://shop.hypermart.co.id/hypermart/faq.php (accessed Dec. 25, 2022).
 Hypermart, “Hypermart - Application in Google Play.” https://play.google.com/store/apps/details?id=com.hypermart.mobile&hl=in&gl=US (accessed Dec. 25, 2022).
 Y. Zeng, F. Jia, L. Wan, and H. Guo, “E-commerce in agri-food sector: A systematic literature review,” Int. Food Agribus. Manag. Rev., vol. 20, no. 4, pp. 439–459, 2017, doi: 10.22434/IFAMR2016.0156.
 R. S. Wahono, “A Systematic Literature Review of Software Defect Prediction: Research Trends, Datasets, Methods and Frameworks,” J. Softw. Eng., vol. 1, no. 1, pp. 1–16, 2015.
 B. Kitchenham, “Guidelines for performing Systematic Literature Reviews in Software Engineering (Software Engineering Group, Department of Computer Science, Keele …,” no. January, 2007.
 S. H. Y. Tyas and S. Z. Fajriyah, “Tinjauan Pustaka Sistematis: Perkembangan Metode Peramalan Harga Emas,” J. Informatics Commun. Technol., vol. 4, no. 1, pp. 1–010, 2022.
 D. L. Warganegara and R. B. Hendijani, “Factors That Drive Actual Purchasing of Groceries through E-Commerce Platforms during COVID-19 in Indonesia,” Sustain., vol. 14, no. 6, pp. 1–21, 2022, doi: 10.3390/su14063235.
 K. Rout, P. R. Sahoo, A. Bhuyan, A. Tripathy, and Smrutirekha, “Online grocery shopping behavior during COVID-19 pandemic: An interdisciplinary explanation,” Cogent Bus. Manag., vol. 9, no. 1, 2022, doi: 10.1080/23311975.2022.2084969.
 F. Driediger and V. Bhatiasevi, “Online grocery shopping in Thailand: Consumer acceptance and usage behavior,” J. Retail. Consum. Serv., vol. 48, no. March 2018, pp. 224–237, 2019, doi: 10.1016/j.jretconser.2019.02.005.
 O. Bartók, V. Kozák, and R. Bauerová, “Online grocery shopping: The customers´ perspective in the Czech Republic,” Equilibrium. Q. J. Econ. Econ. Policy, vol. 16, no. 3, pp. 679–695, 2021, doi: 10.24136/eq.2021.025.
 A. Ruangkanjanases, P. Sirisrisakulchai, Natali, and B. H. Simamora, “Predicting Consumer Intention to Adopt Online Grocery Shopping: A Comparative Study between Millennials in Thailand and Indonesia,” Int. J. Electron. Commer. Stud., vol. 12, no. 2, pp. 193–208, 2021, doi: 10.7903/ijecs.1894.
 T. P. Kian, A. C. W. Loong, and S. W. L. Fong, “Customer Purchase Intention on Online Grocery Shopping,” Int. J. Acad. Res. Bus. Soc. Sci., vol. 8, no. 12, pp. 1579–1595, 2019, doi: 10.6007/ijarbss/v8-i12/5260.
 A. Shukla and S. K. Sharma, “Evaluating Consumers’ Adoption of Mobile Technology for Grocery Shopping: An Application of Technology Acceptance Model,” Vision, vol. 22, no. 2, pp. 185–198, 2018, doi: 10.1177/0972262918766136.
 A. Vasudevan, T. P. Ping, and W. Wider, “Online Grocery Shopping Behavior Among Consumers in Singapore,” Int. J. Manag. Sustain., vol. 11, no. 1, pp. 58–69, 2022, doi: 10.18488/11.v11i1.2977.
 N. F. Rayesa, W. A. Gutama, and Ferisna, “What affects customers to make online grocery purchasing?,” IOP Conf. Ser. Earth Environ. Sci., vol. 475, no. 1, 2020, doi: 10.1088/1755-1315/475/1/012051.
 H. Kim, “Use of mobile grocery shopping application: Motivation and decision-making process among south korean consumers,” J. Theor. Appl. Electron. Commer. Res., vol. 16, no. 7, pp. 2672–2693, 2021, doi: 10.3390/jtaer16070147.
 M. J. J. Gumasing et al., “Using Online Grocery Applications during the COVID-19 Pandemic: Their Relationship with Open Innovation,” J. Open Innov. Technol. Mark. Complex., vol. 8, no. 2, 2022, doi: 10.3390/joitmc8020093.
 I. Ali and M. Naushad, “Determinants of customer satisfaction in online grocery shopping,” Int. J. Data Netw. Sci., vol. 5, no. 3, pp. 383–390, 2021, doi: 10.5267/j.ijdns.2021.5.005.
 E. Van Droogenbroeck and L. Van Hove, “Adoption and usage of E-grocery shopping: A context-specific UTAUT2 model,” Sustain., vol. 13, no. 8, 2021, doi: 10.3390/su13084144.
 A. Khan and S. Khan, “Purchasing grocery online in a nonmetro city: Investigating the role of convenience, security, and variety,” J. Public Aff., vol. 22, no. 2, 2022, doi: 10.1002/pa.2497.
 D. A. Frank and A. O. Peschel, “Sweetening the Deal: The Ingredients that Drive Consumer Adoption of Online Grocery Shopping,” J. Food Prod. Mark., vol. 26, no. 8, pp. 535–544, 2020, doi: 10.1080/10454446.2020.1829523.
 C. Brand, T. Schwanen, and J. Anable, “‘Online Omnivores’ or ‘Willing but struggling’? Identifying online grocery shopping behavior segments using attitude theory,” J. Retail. Consum. Serv., vol. 57, no. July 2018, p. 102195, 2020, doi: 10.1016/j.jretconser.2020.102195.
 J. L. Blitstein, F. Frentz, and S. B. Jilcott Pitts, “A Mixed-method Examination of Reported Benefits of Online Grocery Shopping in the United States and Germany: Is Health a Factor?,” J. Food Prod. Mark., vol. 26, no. 3, pp. 212–224, 2020, doi: 10.1080/10454446.2020.1754313.
 F. Buttle and S. Maklan, Customer relationship management: Concepts and technologies: Fourth edition. Routledge (Taylor & Francis Group), 2019.
 M. Zámková, S. Rojík, M. Prokop, S. Činčalová, and R. Stolín, “Czech Consumers’ Preference for Organic Products in Online Grocery Stores during the COVID-19 Pandemic,” Int. J. Environ. Res. Public Health, vol. 19, no. 20, 2022, doi: 10.3390/ijerph192013316.
 S. Gomes and J. M. Lopes, “Evolution of the Online Grocery Shopping Experience during the COVID-19 Pandemic: Empiric Study from Portugal,” J. Theor. Appl. Electron. Commer. Res., vol. 17, no. 3, pp. 909–923, 2022, doi: 10.3390/jtaer17030047.
 F. Kvalsvik, “Understanding the role of situational factors on online grocery shopping among older adults,” J. Retail. Consum. Serv., vol. 68, no. February, p. 103009, 2022, doi: 10.1016/j.jretconser.2022.103009.
 F. Ahmed and N. Shafighi, “Growth of Q-Commerce Industry in South Asia: Challenges and Opportunities,” IOSR J. Bus. Manag., vol. 24, no. 12, pp. 67–74, 2022, doi: 10.9790/487X-2412016774.
 R. Bauerová, “Consumers’ decision-making in online grocery shopping: The impact of services offered and delivery conditions,” Acta Univ. Agric. Silvic. Mendelianae Brun., vol. 66, no. 5, pp. 1239–1247, 2018, doi: 10.11118/actaun201866051239.
 S. K. Sinha and P. Verma, “Impact of sales Promotion’s benefits on perceived value: Does product category moderate the results?,” J. Retail. Consum. Serv., vol. 52, no. July 2019, p. 101887, 2020, doi: 10.1016/j.jretconser.2019.101887.
 L. Xiao, F. Guo, F. Yu, and S. Liu, “The effects of online shopping context cues on consumers’ purchase intention for cross-border E-Commerce sustainability,” Sustain., vol. 11, no. 10, pp. 1–24, 2019, doi: 10.3390/su11102777.
 D. Q. Nguyen-Phuoc, D. N. Su, P. T. K. Tran, D. T. T. Le, and L. W. Johnson, “Factors influencing customer’s loyalty towards ride-hailing taxi services – A case study of Vietnam,” Transp. Res. Part A Policy Pract., vol. 134, no. March 2019, pp. 96–112, 2020, doi: 10.1016/j.tra.2020.02.008.
 K. Nagar, “Evaluating the Effect of Consumer Sales Promotions on Brand Loyal and Brand Switching Segments,” Vis. J. Bus. Perspect., vol. 13, no. 4, pp. 35–48, 2009, doi: 10.1177/097226290901300404.