IDEAS home Printed from https://ideas.repec.org/a/eee/joreco/v60y2021ics0969698921000205.html
   My bibliography  Save this article

The moderating effect of average wage and number of stores on private label market share: A hierarchical linear model analysis

Author

Listed:
  • Mao, Zhixin
  • Duan, Yongrui
  • Yao, Yuliang
  • Huo, Jiazhen

Abstract

Existing research on private label market share is primarily in the context of the Western market. The Chinese market context research is scarce, although private labels are developing rapidly in the past several years. This study investigates how the average wage and number of stores affect the Chinese market's private label market share. More importantly, this paper examines the moderating effect of the average wage and the number of stores on the relationship between the private label market share and product assortment as well as the relationship between the private label market share and pricing. Data collected from a Chinese supply chain dyad is analyzed to study category management using hierarchical linear models. The results reveal that the average wage and the number of stores positively affect the private label market share. Furthermore, the average wage enhances the negative effect of the number of brands, weakens the negative effect of the private label price, weakens the positive effect of national brand price. Meanwhile, the number of stores enhances the positive effect of the SKU proliferation of private label, enhances the negative effects of the number of brands, and enhances the negative effect of the private label price. This study contributes to category management. Furthermore, the findings will be valuable to domestic and international grocery marketers and retailers operating private labels in China.

Suggested Citation

  • Mao, Zhixin & Duan, Yongrui & Yao, Yuliang & Huo, Jiazhen, 2021. "The moderating effect of average wage and number of stores on private label market share: A hierarchical linear model analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
  • Handle: RePEc:eee:joreco:v:60:y:2021:i:c:s0969698921000205
    DOI: 10.1016/j.jretconser.2021.102454
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969698921000205
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jretconser.2021.102454?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Cotterill, Ronald W & Putsis, William P, Jr & Dhar, Ravi, 2000. "Assessing the Competitive Interaction between Private Labels and National Brands," The Journal of Business, University of Chicago Press, vol. 73(1), pages 109-137, January.
    2. Connor, John M & Peterson, Everett B, 1992. "Market-Structure Determinants of National Brand-Private Label Price Differences of Manufactured Food Products," Journal of Industrial Economics, Wiley Blackwell, vol. 40(2), pages 157-171, June.
    3. Bontems, Philippe & Monier-Dilhan, Sylvette & Requillart, Vincent, 1999. "Strategic Effects of Private Labels," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 26(2), pages 147-165, June.
    4. Abril, Carmen & Sanchez, Joaquin, 2016. "Will they return? Getting private label consumers to come back: Price, promotion, and new product effects," Journal of Retailing and Consumer Services, Elsevier, vol. 31(C), pages 109-116.
    5. Oliver J. Rutz & George F. Watson, 2019. "Endogeneity and marketing strategy research: an overview," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 479-498, May.
    6. Rubio, Natalia & Villaseñor, Nieves & Yagüe, María Jesús, 2017. "Creation of consumer loyalty and trust in the retailer through store brands: The moderating effect of choice of store brand name," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 358-368.
    7. Jean-Pierre Dubé & Günter J. Hitsch & Peter E. Rossi, 2018. "Income and Wealth Effects on Private-Label Demand: Evidence from the Great Recession," Marketing Science, INFORMS, vol. 37(1), pages 22-53, January.
    8. Jan-Benedict E. M. Steenkamp & Inge Geyskens, 2014. "Manufacturer and Retailer Strategies to Impact Store Brand Share: Global Integration, Local Adaptation, and Worldwide Learning," Marketing Science, INFORMS, vol. 33(1), pages 6-26, January.
    9. Shuba Srinivasan & Koen Pauwels & Dominique M. Hanssens & Marnik G. Dekimpe, 2004. "Do Promotions Benefit Manufacturers, Retailers, or Both?," Management Science, INFORMS, vol. 50(5), pages 617-629, May.
    10. Sebri, Mouna & Zaccour, Georges, 2017. "Cross-country differences in private-label success: An exploratory approach," Journal of Business Research, Elsevier, vol. 80(C), pages 116-126.
    11. Inseong Song & Pradeep K. Chintagunta, 2006. "Measuring Cross-Category Price Effects with Aggregate Store Data," Management Science, INFORMS, vol. 52(10), pages 1594-1609, October.
    12. Serdar Sayman & Stephen J. Hoch & Jagmohan S. Raju, 2002. "Positioning of Store Brands," Marketing Science, INFORMS, vol. 21(4), pages 378-397, June.
    13. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    14. Gabrielsen, Tommy Staahl & Sorgard, Lars, 2007. "Private labels, price rivalry, and public policy," European Economic Review, Elsevier, vol. 51(2), pages 403-424, February.
    15. Sanjay K. Dhar & Stephen J. Hoch, 1997. "Why Store Brand Penetration Varies by Retailer," Marketing Science, INFORMS, vol. 16(3), pages 208-227.
    16. Jung, Sang-Uk & Zhu, John & Gruca, Thomas S., 2016. "A meta-analysis of correlations between market share and other brand performance metrics in FMCG markets," Journal of Business Research, Elsevier, vol. 69(12), pages 5901-5908.
    17. Sethuraman, Raj & Gielens, Katrijn, 2014. "Determinants of Store Brand Share," Journal of Retailing, Elsevier, vol. 90(2), pages 141-153.
    18. Narasimhan, Chakravarthi & Wilcox, Ronald T, 1998. "Private Labels and the Channel Relationship: A Cross-Category Analysis," The Journal of Business, University of Chicago Press, vol. 71(4), pages 573-600, October.
    19. Serdar Sayman & Jagmohan S. Raju, 2004. "Investigating the Cross-Category Effects of Store Brands," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 24(2), pages 129-141, March.
    20. Peter E. Rossi, 2014. "Invited Paper —Even the Rich Can Make Themselves Poor: A Critical Examination of IV Methods in Marketing Applications," Marketing Science, INFORMS, vol. 33(5), pages 655-672, September.
    21. Eloy Gil Cordero & Francisco Javier Rondan Cataluña & Manuel Rey Moreno, 2016. "Influence of macroeconomic indices on European private labels," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 17(6), pages 1237-1251, November.
    22. Koen Pauwels & Shuba Srinivasan, 2004. "Who Benefits from Store Brand Entry?," Marketing Science, INFORMS, vol. 23(3), pages 364-390, July.
    23. Paul R. Messinger & Chakravarthi Narasimhan, 1995. "Has Power Shifted in the Grocery Channel?," Marketing Science, INFORMS, vol. 14(2), pages 189-223.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kęstutis Peleckis, 2021. "Application of the DEMATEL Model for Assessing IT Sector’s Sustainability," Sustainability, MDPI, vol. 13(24), pages 1-14, December.
    2. Martinelli, Elisa & De Canio, Francesca, 2021. "Purchasing veg private labels? A comparison between occasional and regular buyers," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    3. Ying Song & Zhenzhi Zhao, 2022. "Social Undermining and Interpersonal Rumination among Employees: The Mediating Role of Being the Subject of Envy and the Moderating Role of Social Support," IJERPH, MDPI, vol. 19(14), pages 1-20, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Weimin Ma & Rong Cheng & Hua Ke, 2018. "Impacts of Power Structure on Supply Chain with a Store Brand," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 35(04), pages 1-25, August.
    2. Wu, Lifang & Yang, Wei & Wu, Jessica, 2021. "Private label management: A literature review," Journal of Business Research, Elsevier, vol. 125(C), pages 368-384.
    3. Raj Sethuraman, 2009. "Assessing the External Validity of Analytical Results from National Brand and Store Brand Competition Models," Marketing Science, INFORMS, vol. 28(4), pages 759-781, 07-08.
    4. Cheng, Rong & Duan, Yongrui & Zhang, Jianguang & Ke, Hua, 2021. "Impacts of store-brand introduction on a multiple-echelon supply chain," European Journal of Operational Research, Elsevier, vol. 292(2), pages 652-662.
    5. Hans Sebastian Heese, 2010. "Competing with channel partners: Supply chain conflict when retailers introduce store brands," Naval Research Logistics (NRL), John Wiley & Sons, vol. 57(5), pages 441-459, August.
    6. Abril, Carmen & Sanchez, Joaquin, 2016. "Will they return? Getting private label consumers to come back: Price, promotion, and new product effects," Journal of Retailing and Consumer Services, Elsevier, vol. 31(C), pages 109-116.
    7. Groznik, Ana & Heese, H. Sebastian, 2010. "Supply chain interactions due to store-brand introductions: The impact of retail competition," European Journal of Operational Research, Elsevier, vol. 203(3), pages 575-582, June.
    8. Mao, Zhixin & Duan, Yongrui & Liu, Wenxia, 2023. "Consumers’ choice of private label considering reference price and moderating effect," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    9. Fornari, Daniele & Fornari, Edoardo & Grandi, Sebastiano & Menegatti, Mario, 2016. "Leading national brands facing store brands competition: Is price competitiveness the only thing that matters?," Journal of Retailing and Consumer Services, Elsevier, vol. 30(C), pages 234-241.
    10. Rong Luo, 2018. "Store brands and retail grocery competition," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(4), pages 653-668, October.
    11. Szymanowski, M.G., 2009. "Consumption-based learning about brand quality : Essays on how private labels share and borrow reputation," Other publications TiSEM b12825d8-5e21-4437-adda-b, Tilburg University, School of Economics and Management.
    12. Fabian Bergès & Philippe Bontems & Vincent Réquillart, 2009. "L'impact économique du développement des marques de distributeurs," Economie & Prévision, La Documentation Française, vol. 0(3), pages 41-56.
    13. Richards, Timothy J. & Hamilton, Stephen F. & Patterson, Paul M., 2010. "Spatial Competition and Private Labels," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(2), pages 1-26, August.
    14. Venturini, Luciano, 2006. "Vertical competition between manufacturers and retailers and upstream incentives to innovate and differentiate," 98th Seminar, June 29-July 2, 2006, Chania, Crete, Greece 10050, European Association of Agricultural Economists.
    15. Bolandifar, Ehsan & Chen, Zhong & Zhu, Kaijie, 2021. "Managing competitive levers in a collaborative distribution channel," European Journal of Operational Research, Elsevier, vol. 293(3), pages 1031-1042.
    16. Keller, Kristopher O. & Dekimpe, Marnik G. & Geyskens, Inge, 2022. "Adding budget and premium private labels to standard private labels: Established empirical generalizations, emerging empirical insights, and future research," Journal of Retailing, Elsevier, vol. 98(1), pages 5-23.
    17. Karray, Salma & Martín-Herrán, Guiomar, 2019. "Fighting store brands through the strategic timing of pricing and advertising decisions," European Journal of Operational Research, Elsevier, vol. 275(2), pages 635-647.
    18. Draganska, Michaela & Klapper, Daniel, 2006. "Retail Environment and Manufacturer Competitive Intensity," Research Papers 1953, Stanford University, Graduate School of Business.
    19. Ji-Hung Choi & Taewan Kim & Sang-Uk Jung, 2018. "Sustainable Decision Making for Store Brand Product," Sustainability, MDPI, vol. 10(11), pages 1-14, October.
    20. Karsten Hansen & Vishal Singh & Pradeep Chintagunta, 2006. "Understanding Store-Brand Purchase Behavior Across Categories," Marketing Science, INFORMS, vol. 25(1), pages 75-90, 01-02.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:joreco:v:60:y:2021:i:c:s0969698921000205. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-retailing-and-consumer-services .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.