Giridharan, Aiswarya (2024) Shopping Centre Operations Amid the Digital Divide: The Role of Anchor Stores. Masters thesis, Concordia University.
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Abstract
This study investigates how anchor store clusters within shopping centres interact with internet inequality and socio-economic inequality to influence foot traffic. Foot traffic data from over 400 shopping centres owned by Regency Centres spanning 2017 to 2019 are analysed. We use Principal Component Analysis (PCA) to explore the configuration of anchor store clusters. Key findings include: 1) Higher internet inequality correlates with increased foot traffic, suggesting a preference for in-store shopping, while overall socio-economic disadvantages have minimal impact on overall foot traffic. 2) Specific anchor store clusters, such as diverse non-essential, diverse essential, budget-mix, grocery, and home clusters, significantly enhance foot traffic. In contrast, clusters focusing on health and personal care weaken the effect due to their narrow-range nature. 3) Internet inequality and anchor store types create complex behaviour patterns, with increased reliance on diverse hardline, essential goods, budget-mix, and grocery and home improvement clusters in areas with limited internet access. 4) Some anchor store clusters are significantly beneficial for socio-economically disadvantaged populations facing internet access challenges, emphasizing the value of accessing a broad range of goods in one location, particularly in diverse non-essential and essential general merchandise stores, along with budget-mix and healthcare-oriented stores. These findings suggest that strategic anchor store placement as a means to mitigate the impacts of digital disparities and enhance shopping centre performance, underscoring the importance of inclusive retail environments.
Key Words: Shopping centres, anchor stores, foot traffic, digital divide, internet inequality, socio-economic disparities
Divisions: | Concordia University > John Molson School of Business > Supply Chain and Business Technology Management |
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Item Type: | Thesis (Masters) |
Authors: | Giridharan, Aiswarya |
Institution: | Concordia University |
Degree Name: | M.S.C.M. |
Program: | Supply Chain Management |
Date: | 5 July 2024 |
Thesis Supervisor(s): | Pan, Xiaodan |
Keywords: | Shopping centres, anchor stores, foot traffic, digital divide, internet inequality, socio-economic disparities |
ID Code: | 994165 |
Deposited By: | Aiswarya Giridharan |
Deposited On: | 24 Oct 2024 18:34 |
Last Modified: | 24 Oct 2024 18:34 |
References:
Agency for Healthcare Research and Quality. (n.d.). Social Determinants of Health (SDOH) Data & Analytics. Retrieved from https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.htmlAlves, S., da Fonseca, M. J. S., Garcia, J. E., de Oliveira, L. C., & Teixeira, A. (2021,June). The Omnichannel Strategy in Portuguese Companies: An Overview. In 2021 16th Iberian Conference on Information Systems and Technologies (CISTI) (pp.1-6). IEEE. https://doi.org/10.23919/CISTI52073.2021.9476612
Anselmsson, J. (2006). Sources of Customer Satisfaction with Shopping Malls: A Comparative Study of Different Customer Segments. The International Review of Retail, Distribution and Consumer Research, 16(1), 115-138. https://doi.org/10.1080/09593960500453641
Annual Reports | Financial Information | Investor Relations | Regency Centres Corporation. (2022, April). https://investors.regencycentres.com/financial-information/annual-reports
Borghetti, F., Colombo, C. G., Longo, M., Mazzoncini, R., Cesarini, L., Contestabile, L., & Somaschini, C. (2021). 15-Min Station: A Case Study in North Italy City to Evaluate the Livability of An Area. Sustainability, 13(18), 10246. https://doi.org/10.3390/su131810246
Britannica, T. Editors Of Encyclopaedia (2024,July 19). Shopping Centre. Encyclopedia Britannica. https://www.britannica.com/topic/shopping-centre
Brüggemann, P., & Olbrich, R. (2022, June). The Impact of Pandemic Restrictions on Offline and Online Grocery Shopping Behavior-New Normal or Old Habits? In Digital Marketing & eCommerce Conference (pp.224-232). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-05728-1_24
Burnaz, S., & Topcu, Y. I. (2011). A Decision Support on Planning Retail Tenant Mix in Shopping Malls. Procedia - Social and Behavioral Sciences, 24, 317-324. https://doi.org/10.1016/j.sbspro.2011.09.124
Burt, S., & Carralero‐Encinas, J. (2000). The Role of Store Image in Retail Internationalisation. International Marketing Review, 17(4/5), 433-453. https://doi.org/10.1108/02651330010339941
Calvo-Porral, C., & Lévy-Mangín, J.-P. (2018). Pull Factors of The Shopping Malls: An Empirical Study. International Journal of Retail & Distribution Management, 46(2), 110-124. https://doi.org/10.1108/IJRDM-02-2017-0027
Correa, J., Ulloa-Leon, F., Vergara-Perucich, F., Aguirre-Nuñez, C., & Truffello, R. (2023). Infrastructural Inequality: Exploring The Emergence of Digital Classes in The Metropolitan
37
Area of Santiago, Chile. Bulletin of Geography. Socio-Economic Series, (62), 107-122. https://doi.org/10.12775/bgss-2023-0037
Damian, D., Curto, J., & Pinto, J. (2011). The Impact of Anchor Stores on The Performance of Shopping Centres: The Case of Sonae Sierra. International Journal of Retail & Distribution Management, 39(6), 456-475. https://doi.org/10.1108/09590551111137994
Dennis, C., Jayawardhena, C., Tiu Wright, L., & King, T. (2007). A Commentary on Social and Experiential (E‐) Retailing And (E‐) Shopping Deserts. International Journal of Retail & Distribution Management, 35(6), 443-456. https://doi.org/10.1108/09590550710750322
Doherty, N. F., & Ellis‐Chadwick, F. (2010). Internet Retailing: The Past, The Present and The Future. International Journal of Retail & Distribution Management, 38(11/12), 943-965.
El-Adly, M. (2007). Shopping Malls Attractiveness: A Segmentation Approach. International Journal of Retail & Distribution Management, 35(11), 936-950. https://doi.org/10.1108/09590550710828245
El Hedhli, K., Chebat, J.-C., & Sirgy, M. J. (2013). Shopping Well-Being at The Mall: Construct, Antecedents, and Consequences. Journal of Business Research, 66(7), 856-863. https://doi.org/10.1016/j.jbusres.2011.06.011
Eroglu, C., & Hofer, C. (2011). Lean, Leaner, Too Lean? The Inventory-Performance Link Revisited. Journal Of Operations Management, 29(4), 356-369. https://doi.org/10.1016/j.jom.2010.05.002
Foster, L. S., Haltiwanger, J. C., & Krizan, C. J. (2002). The Link Between Aggregate and Micro Productivity Growth: Evidence from Retail Trade. http://dx.doi.org/10.3386/w9120
Gallardo, R. 2020. “2019 digital divide index (DDI)”, Purdue Centre for Regional Development. Available At http://pcrd.purdue.edu/ddi.
Gaure, S. (2013). OLS With Multiple High Dimensional Category Variables. Computational Statistics and Data Analysis, 66, 8-18. https://doi.org/10.1016/j.csda.2013.03.024
Grassl, W. (2011). Hybrid Forms of Business: The Logic of Gift In The Commercial World. Journal Of Business Ethics, 100(Suppl 1), 109-123. https://doi.org/10.1007/s10551-011-1182-5
Guimarães, P., & Portugal, P. (2010). A Simple Feasible Procedure to Fit Models with High-Dimensional Fixed Effects. The Stata Journal, 10(4), 628-649. https://doi.org/10.1177/1536867X1001000406
Hsieh, J. P.-A., A. Rai, M. Keil 2011. Addressing Digital Inequality for The Socioeconomically Disadvantaged Through Government Initiatives: Forms of Capital That Affect ICT
38
Utilization. Information Systems Research, 22(2), 233-253. https://doi.org/10.1287/isre.1090.0256
Jin, X., & Tong, D. (2024). Impacts of COVID-19 on Food Access: An Examination of People’s Food Shopping Methods Change. International Regional Science Review, 47(4), 411-442. https://doi.org/10.1177/01600176241237172
Johnson, R.A. and Wichern, D.W. (2007), Applied Multivariate Statistical Analysis, 6th Ed., Pearson Prentice Hall, Upper Saddle River, N.J. https://www.pearson.com/en-us/subject-catalog/p/applied-multivariate-statistical-analysis-classic-version/P200000006217/9780137980963
Jolliffe, I.T. (2002), Principal Component Analysis, 2nd ed., Springer, New York, doi: 10.1007/b98835. http://dx.doi.org/10.1007/b98835
Jolliffe, I. T., & Cadima, J. (2016). Principal Component Analysis: A Review and Recent Developments. Philosophical Transactions of The Royal Society A: Mathematical, Physical and Engineering Sciences, 374(2065), 20150202. https://doi.org/10.1098/rsta.2015.0202
Joshi, K., & Gupta, S. (2020). A Study to Assess the Impact of Footfalls and Category Mix on Mall Performance. International Journal of Engineering Technologies and Management Research, 5, 22-32.
Keels, G. N. (2021). Brick-And-Mortar Retail Stores Disappearing in The Digital Age: Marketing Strategies for Sustainability (Doctoral Dissertation, University of Maryland University College).
Kenton, W. (2022, December 19). Foot Traffic: Definition, Tracking, Ways to Increase. Investopedia. Retrieved From https://www.investopedia.com/terms/f/foot-traffic.asp
Kiefer, N. M., Vogelsang, T. J., & Bunzel, H. (2000). Simple Robust Testing of Regression Hypotheses. Econometrica, 68(3), 695-714
Kiriri, P. N. (2023). Determinants of Shopping Mall Attractiveness: The Case of Shopping Malls In Nairobi, Kenya. https://doi.org/10.26417/ejes.v5i1.p258-270
Kirkup, M., & Rafiq, M. (1994). Managing Tenant Mix in New Shopping Centres. International Journal of Retail & Distribution Management, 22(6), 29-37. https://doi.org/10.1108/09590559410070303
Kumar, M. S., Raut, R. D., Narwane, V. S., & Narkhede, B. E. (2020). Applications of Industry 4.0 to Overcome The COVID-19 Operational Challenges. Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 14(5), 1283-1289. https://doi.org/10.1016/j.dsx.2020.07.010
39
Kunc, J., Križan, F., Novotná, M., & Bilková, K. (2022). Social Dimension of Shopping Centres Operation: Managerial Perspectives. Sustainability, 14(2), 709. https://doi.org/10.3390/su14020709
Leung, D., Liu, P., & Zhou, T. (2024). Competition, Agglomeration, and Tenant Composition in Shopping Malls. Real Estate Economics, 52(2), 552-576. https://doi.org/10.1111/1540-6229.12442
Liulin, P. (2024). The Evolution of Shopping Centres and Development Prosp. Moscow Economic Journal, 183-200. https://doi.org/10.55186/2413046x_2023_9_2_77
Luo, X., Zhang, Y., Zeng, F., & Qu, Z. (2020). Complementarity and Cannibalization of Offline-to-Online Targeting: A Field Experiment on Omnichannel Commerce. Mis Quarterly, 44(2). https://doi.org/10.25300/MISQ/2020/15630
Mall Foot Traffic Data for Any Property. (2022). Placer.ai. https://www.placer.ai/solutions/shopping-centres/
Melis, K., Campo, K., Breugelmans, E., & Lamey, L. (2015). The Impact of The Multi-Channel Retail Mix on Online Store Choice: Does Online Experience Matter? Journal Of Retailing, 91(2), 272-288. https://doi.org/10.1016/j.jretai.2014.12.004
MRC Cognition and Brain Sciences Unit. (N.D.). Thresholds. Retrieved From https://imaging.mrc-cbu.cam.ac.uk/statswiki/FAQ/thresholds
Nicasio, F. (2019, November 11). The Ultimate Guide to Foot Traffic and People Counting. Foot Traffic and People Counting for Retail & Facilities - Dor Blog. https://www.getdor.com/blog/2019/11/11/foot-traffic-people-counting/
Nikita. (2013, April 4). Difference Between Mall and Shopping Centre http://www.differencebetween.info/difference-between-mall-and-shopping-centre
OECD (2001), "Understanding the Digital Divide", OECD Digital Economy Papers, No. 49, OECD Publishing, Paris, https://doi.org/10.1787/236405667766.
Pan, X., Li, G., Dresner, M., & Mantin, B. (2024). Exploring The Impacts of Ecommerce Activities on The Spatial Resilience Of Warehouse Clubs: The Role Of Retail Agglomeration. International Journal of Physical Distribution & Logistics Management, 54(4), 392-417. https://doi.org/10.1108/IJPDLM-12-2022-0365
Paraskevas, J. P., Pan, X., Elking, I., & Park, K. H. (2024). Bridging The Digital Divide in Online Retailing: The Effect of a Strategic Focus on E-Commerce Fulfillment Offerings. Production And Operations Management. https://doi.org/10.1177/10591478241261254
40
Perdikaki, O., Kumar, S., & Sriskandarajah, C. (2017). Managing Retail Budget Allocation Between Store Labor and Marketing Activities. Production And Operations Management, 26(9), 1615-1631. https://doi.org/10.1111/poms.12733
Rashkova, Y., Moi, L., & Cabiddu, F. (2024). Addressing The Societal Challenges in Organizations: The Conceptualization of Mindfulness Capability for Social Justice. Journal Of Business Ethics, 189(2), 249-268. https://doi.org/10.1007/s10551-023-05357-5
Regency Centres. (2022). Our Markets. https://www.regencycentres.com/properties/our-markets
Salemink, K., Strijker, D., & Bosworth, G. (2017). Rural Development in The Digital Age: A Systematic Literature Review on Unequal ICT Availability, Adoption, And Use in Rural Areas. Journal Of Rural Studies, 5. https://doi.org/10.1016/j.jrurstud.2015.09.001
Shopping Mall Definition: 234 Samples. (2022). Law Insider. Retrieved March 5, 2022, From https://www.lawinsider.com/dictionary/shopping-mall
Sierra, V., Iglesias, O., Markovic, S., & Singh, J. J. (2017). Does Ethical Image Build Equity in Corporate Services Brands? The Influence of Customer Perceived Ethicality on Affect, Perceived Quality, and Equity. Journal Of Business Ethics, 144, 661-676. https://doi.org/10.1007/s10551-015-2855-2
Sipior, J. C., B. T. Ward, R. Connolly 2011. The Digital Divide And T-Government in The United States: Using the Technology Acceptance Model to Understand Usage. European Journal of Information Systems, 20(3), 308-328. https://doi.org/10.1057/ejis.2010.64
Sud, M., & VanSandt, C. V. (2015). Identity Rights: A Structural Void in Inclusive Growth. Journal Of Business Ethics, 132, 589-601.4, 360-371. https://doi.org/10.1007/s10551-014-2359-5
van Dijk, J. A. 2012. “The Evolution of The Digital Divide-The Digital Divide Turns to Inequality of Skills and Usage”, Digital Enlightenment Yearbook 2012, IOS Press, pp. 57-75. https://www.researchgate.net/publication/283144603_The_evolution_of_the_digital_divide_The_digital_divide_turns_to_inequality_of_skills_and_usage
Vernor, J. D., & Rabianski, J. (1993). Shopping Centre Appraisal and Analysis. Appraisal Institute Chicago, IL. https://ai.appraisalinstitute.org/eweb/DynamicPage.aspx?Action=Add&ObjectKeyFrom=1A83491A-9853-4C87-86A4-F7D95601C2E2&WebCode=ProdDetailAdd&DoNotSave=yes&ParentObject=CentralizedOrderEntry&ParentDataObject=Invoice%20Detail&ivd_formkey=69202792-63d7-4ba2-bf4e-a0da41270555&ivd_cst_key=00000000-0000-0000-0000-000000000000&ivd_prc_prd_key=F5B4422F-610C-429C-A0D7-679C584478C6
41
Vojvodić, K. (2019). Brick-And-Mortar Retailers: Becoming Smarter with Innovative Technologies. Strategic Management-International Journal of Strategic Management And Decision Support Systems In Strategic Management, 24(2).
Weinandy, T. J., Chen, K., Pozo, S., & Ryan, M. J. (2023). Twitter-Patter: How Social Media Drives Foot Traffic to Retail Stores. Journal Of Marketing Analytics, 1-19. https://doi.org/10.1057/s41270-023-00209-7
Weltevreden, J. W. (2007). Substitution Or Complementarity? How The Internet Changes City Centre Shopping. Journal Of Retailing and Consumer Services, 14(3), 192-207. https://doi.org/10.1016/j.jretconser.2006.09.001
Wiersema, M. F., & Zhang, Y. (2011). CEO Dismissal: The Role of Investment Analysts. Strategic Management Journal, 32(11), 1161-1182. https://doi.org/10.1002/smj.932
Yang, G., Zhao, L., & Kong, N. (2021). “Order-Online-And-Pickup-Offline” Strategy for Online Direct Sale of Time-Sensitive Commodities. RAIRO-Operations Research, 55, S999-S1011. https://doi.org/10.1051/ro/2020019
Yi, Y. M., & Gim, T. H. T. (2018). What Makes an Old Market Sustainable? An Empirical Analysis on The Economic and Leisure Performances of Traditional Retail Markets in Seoul. Sustainability, 10(6), 1779. https://doi.org/10.3390/su10061779
Young, J. (2022, February 4). Early Estimates: US Ecommerce Grows 14.2% In 2021. Digital Commerce 360. Retrieved From https://www.digitalcommerce360.com/2022/02/04/early-estimates-us-ecommerce-grows-14-2-in-2021/
Yu, F. F. (2008). Analyst Coverage and Earnings Management. Journal Of Financial Economics, 88(2), 245-271. https://doi.org/10.1016/j.jfineco.2007.05.008
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