Research article Special Issues

"If you don't buy it, it's gone!": The effect of perceived scarcity on panic buying

  • † These three authors contributed equally.
  • Received: 22 May 2023 Revised: 27 July 2023 Accepted: 31 July 2023 Published: 08 August 2023
  • To identify the mechanisms by which perceived scarcity affects consumers' panic-buying behaviours and to explore the underlying reasons for panic-buying. Building on signalling theory and scarcity theory, we constructed a model of panic-buying behaviour. In total, 361 sources of valid data were collected via online questionnaires, and partial least squares structural equation modelling was employed for the empirical analysis. In the context of COVID-19, perceived scarcity significantly and positively influenced the macro signals, for example, by impacting perceived value and perceived competitiveness. Furthermore, perceived scarcity significantly affected consumers' micro signals, such as their perceived anxiety and perceived uncertainty. In combination, perceived value, perceived competitiveness, perceived anxiety and perceived uncertainty significantly and positively influenced consumers' panic-buying behaviours. Trust in the government also played a significant role by regulating consumers' micro signals and macro signals. The originality of this paper lies in its in-depth exploration of the multiple impacts of scarcity on consumer perceptions and it reveals the reasons for panic-buying behaviours. In doing so, it provides practical guidelines and understanding for consumers, businesses and the government.

    Citation: Cong Cao, Chengxiang Chu, Jinjing Yang. 'If you don't buy it, it's gone!': The effect of perceived scarcity on panic buying[J]. Electronic Research Archive, 2023, 31(9): 5485-5508. doi: 10.3934/era.2023279

    Related Papers:

  • To identify the mechanisms by which perceived scarcity affects consumers' panic-buying behaviours and to explore the underlying reasons for panic-buying. Building on signalling theory and scarcity theory, we constructed a model of panic-buying behaviour. In total, 361 sources of valid data were collected via online questionnaires, and partial least squares structural equation modelling was employed for the empirical analysis. In the context of COVID-19, perceived scarcity significantly and positively influenced the macro signals, for example, by impacting perceived value and perceived competitiveness. Furthermore, perceived scarcity significantly affected consumers' micro signals, such as their perceived anxiety and perceived uncertainty. In combination, perceived value, perceived competitiveness, perceived anxiety and perceived uncertainty significantly and positively influenced consumers' panic-buying behaviours. Trust in the government also played a significant role by regulating consumers' micro signals and macro signals. The originality of this paper lies in its in-depth exploration of the multiple impacts of scarcity on consumer perceptions and it reveals the reasons for panic-buying behaviours. In doing so, it provides practical guidelines and understanding for consumers, businesses and the government.



    加载中


    [1] M. A. Spyrou, R. I. Tukhbatova, M. Feldman, J. Drath, S. Kacki, J. B. de Heredia, et al., Historical y. pestis genomes reveal the european black death as the source of ancient and modern plague pandemics, Cell Host Microbe, 19 (2016), 874–881. https://doi.org/10.1016/j.chom.2016.05.012 doi: 10.1016/j.chom.2016.05.012
    [2] A. G. Buseh, P. E. Stevens, M. Bromberg, S. T. Kelber, The ebola epidemic in west africa: Challenges, opportunities, and policy priority areas, Nurs. Outlook, 63 (2015), 30–40. https://doi.org/10.1016/j.outlook.2014.12.013
    [3] W. J. Xing, G. Hejblum, G. M. Leung, A. J. Valleron, Anatomy of the epidemiological literature on the 2003 SARS outbreaks in Hong Kong and Toronto: A time-stratified review, PLos Med., 7 (2010), 11. https://doi.org/10.1371/journal.pmed.1000272 doi: 10.1371/journal.pmed.1000272
    [4] S. Taylor, C. A. Landry, M. M. Paluszek, T. A. Fergus, D. McKay, G. J. G. Asmundson, COVID stress syndrome: Concept, structure, and correlates, Depress. Anxiety, 37 (2020), 706–714. https://doi.org/10.1002/da.23071 doi: 10.1002/da.23071
    [5] M. Nicola, Z. Alsafi, C. Sohrabi, A. Kerwan, A. Al-Jabir, C. Iosifidis, et al., The socio-economic implications of the coronavirus pandemic (COVID-19): A review, Int. Surg. J., 78 (2020), 185–193. https://doi.org/10.1016/j.ijsu.2020.04.018 doi: 10.1016/j.ijsu.2020.04.018
    [6] M. Lawson, M. H. Piel, M. Simon, Child maltreatment during the COVID-19 pandemic: Consequences of parental job loss on psychological and physical abuse towards children, Child Abuse Negl., 110 (2020), 104709. https://doi.org/10.1016/j.chiabu.2020.104709 doi: 10.1016/j.chiabu.2020.104709
    [7] J. Qiu, B. Shen, M. Zhao, Z. Wang, B. Xie, Y. Xu, A nationwide survey of psychological distress among chinese people in the COVID-19 epidemic: Implications and policy recommendations, Gen. Psychiatr., 33 (2020), 61–63. https://doi.org/10.1136/gpsych-2020-100213 doi: 10.1136/gpsych-2020-100213
    [8] N. A. Omar, M. A. Nazri, M. H. Ali, S. S. Alam, The panic buying behavior of consumers during the COVID-19 pandemic: Examining the influences of uncertainty, perceptions of severity, perceptions of scarcity, and anxiety, J. Retail. Consum. Serv., 62 (2021), 102600. https://doi.org/10.1016/j.jretconser.2021.102600
    [9] K. F. Yuen, X. Q. Wang, F. Ma, K. X. Li, The psychological causes of panic buying following a health crisis, Int. J. Environ. Res. Public Health, 17 (2020), 3513. https://doi.org/10.3390/ijerph17103513 doi: 10.3390/ijerph17103513
    [10] T. Engstrom, D. O. Baliunas, B. P. Sly, A. W. Russell, P. J. Donovan, H. K. Krausse, et al., Toilet paper, minced meat and diabetes medicines: Australian panic buying induced by COVID-19, Int. J. Environ. Res. Public Health, 18 (2021), 6954. https://doi.org/10.3390/ijerph18136954 doi: 10.3390/ijerph18136954
    [11] S. Taylor, Understanding and managing pandemic-related panic buying, J. Anxiety Disord., 78 (2021), 102364. https://doi.org/10.1016/j.janxdis.2021.102364 doi: 10.1016/j.janxdis.2021.102364
    [12] Y. C. Tsao, P. Raj, V. Yu, Product substitution in different weights and brands considering customer segmentation and panic buying behavior, Ind. Mark. Manage., 77 (2019), 209–220. https://doi.org/10.1016/j.indmarman.2018.09.004 doi: 10.1016/j.indmarman.2018.09.004
    [13] C. Prentice, M. Nguyen, P. Nandy, M. A. Winardi, Y. Chen, L. Le Monkhouse, et al., Relevant, or irrelevant, external factors in panic buying, J. Retail. Consum. Serv., 61 (2021), 102587. https://doi.org/10.1016/j.jretconser.2021.102587 doi: 10.1016/j.jretconser.2021.102587
    [14] A. R. Ahmad, H. R. Murad, The impact of social media on panic during the COVID-19 pandemic in Iraqi Kurdistan: Online questionnaire study, J. Med. Int. Res., 22 (2020), e19556. https://doi.org/10.2196/19556 doi: 10.2196/19556
    [15] K. F. Yuen, J. Z. E. Leong, Y. D. Wong, X. Q. Wang, Panic buying during COVID-19: Survival psychology and needs perspectives in deprived environments, Int. J. Disaster Risk Reduct., 62 (2021), 102421. https://doi.org/10.1016/j.ijdrr.2021.102421 doi: 10.1016/j.ijdrr.2021.102421
    [16] S. M. Y. Arafat, S. K. Kar, V. Menon, A. Alradie-Mohamed, S. Mukherjee, C. Kaliamoorthy, et al., Responsible factors of panic buying: An observation from online media reports, Front. Pub. Health, 8 (2020), 603894. https://doi.org/10.3389/fpubh.2020.603894 doi: 10.3389/fpubh.2020.603894
    [17] R. Lavuri, D. Jaiswal, P. Thaichon, Extrinsic and intrinsic motives: Panic buying and impulsive buying during a pandemic, Int. J. Retail Distrib. Manag., 51 (2023), 190–204. https://doi.org/10.1108/IJRDM-01-2022-0010 doi: 10.1108/IJRDM-01-2022-0010
    [18] R. Hamilton, D. Thompson, S. Bone, L. N. Chaplin, V. Griskevicius, K. Goldsmith, et al., The effects of scarcity on consumer decision journeys, J. Acad. Mark. Sci, 47 (2019), 532–550. https://doi.org/10.1007/s11747-018-0604-7 doi: 10.1007/s11747-018-0604-7
    [19] H. L. Huang, S. Q. Liu, J. Kandampully, M. Bujisic, Consumer responses to scarcity appeals in online booking, Ann. Touris. Res., 80 (2020), 102800. https://doi.org/10.1016/j.annals.2019.102800 doi: 10.1016/j.annals.2019.102800
    [20] T. Islam, A. H. Pitafi, V. Arya, Y. Wang, N. Akhtar, S. Mubarik, et al., Panic buying in the COVID-19 pandemic: A multi-country examination, J. Retail. Consum. Serv., 59 (2021), 102357. https://doi.org/10.1016/j.jretconser.2020.102357 doi: 10.1016/j.jretconser.2020.102357
    [21] C. Blocker, J. Z. Zhang, R. P. Hill, C. Roux, C. Corus, M. Hutton, et al., Rethinking scarcity and poverty: Building bridges for shared insight and impact, J. Consum. Psychol., 33 (2023), 489–509. https://doi.org/10.1002/jcpy.1323 doi: 10.1002/jcpy.1323
    [22] T. G. Chen, Y. M. Jin, J. J. Yang, G. D. Cong, Identifying emergence process of group panic buying behavior under the COVID-19 pandemic, J. Retail. Consum. Serv., 67 (2022), 102970. https://doi.org/10.1016/j.jretconser.2022.102970 doi: 10.1016/j.jretconser.2022.102970
    [23] M. Naeem, Do social media platforms develop consumer panic buying during the fear of COVID-19 pandemic, J. Retail. Consum. Serv., 58 (2021), 10. https://doi.org/10.1016/j.jretconser.2020.102226 doi: 10.1016/j.jretconser.2020.102226
    [24] R. Zheng, B. Shou, J. Yang, Supply disruption management under consumer panic buying and social learning effects, Omega-Int. J. Manage. Sci., 101 (2021), 102238. https://doi.org/10.1016/j.omega.2020.102238 doi: 10.1016/j.omega.2020.102238
    [25] S. Billore, T. Anisimova, Panic buying research: A systematic literature review and future research agenda, Int. J. Consum. Stud., 45 (2021), 777–804. https://doi.org/10.1111/ijcs.12669 doi: 10.1111/ijcs.12669
    [26] E. J. de Bruijn, G. Antonides, Poverty and economic decision making: A review of scarcity theory, Theory Decis., 92 (2022), 5–37. https://doi.org/10.1007/s11238-021-09802-7 doi: 10.1007/s11238-021-09802-7
    [27] X. H. Shi, F. Li, P. Chumnumpan, The use of product scarcity in marketing, Eur. J. Market., 54 (2020), 380–418. https://doi.org/10.1108/EJM-04-2018-0285 doi: 10.1108/EJM-04-2018-0285
    [28] L. Mittone, L. Savadori, The scarcity Bias, Appl. Psychol., 58 (2009), 453–468. https://doi.org/10.1111/j.1464-0597.2009.00401.x doi: 10.1111/j.1464-0597.2009.00401.x
    [29] V. A. Zeithaml, Consumer perceptions of price, quality, and value: A means-end model and synthesis of evidence, J. Mark., 52 (1988), 2–22. https://doi.org/10.1177/002224298805200302 doi: 10.1177/002224298805200302
    [30] R. G. Cooper, The new product process: A decision guide for management, J. Mark. Manag., 3 (1988), 238–255. https://doi.org/10.1080/0267257X.1988.9964044 doi: 10.1080/0267257X.1988.9964044
    [31] T. C. Brock, Implications of commodity theory for value change, in Psychological foundations of attitudes, (eds. A. G. Greenwald, T. C. Brock and T. M. Ostrom), Academic Press, (1968), 243–275. https://doi.org/10.1016/B978-1-4832-3071-9.50016-7
    [32] S. Y. Lee, R. Seidle, Narcissists as consumers: The effects of perceived scarcity on processing of product information, Soc. Behav. Pers., 40 (2012), 1485–1499. https://doi.org/10.2224/sbp.2012.40.9.1485 doi: 10.2224/sbp.2012.40.9.1485
    [33] Q. H. Mao, J. X. Hou, P. Z. Xie, Dynamic impact of the perceived value of public on panic buying behavior during COVID-19, Sustainability, 14 (2022), 4874. https://doi.org/10.3390/su14094874 doi: 10.3390/su14094874
    [34] P. G. Patterson, R. A. Spreng, Modelling the relationship between perceived value, satisfaction and repurchase intentions in a business‐to‐business, services context: An empirical examination, Int. J. Serv. Ind. Manag., 8 (1997), 414–434. https://doi.org/10.1108/09564239710189835
    [35] D. Jeong, E. Ko, The influence of consumers' self-concept and perceived value on sustainable fashion, J. Glob. Sch. Mark. Sci. 31 (2021), 511–525. https://doi.org/10.1080/21639159.2021.1885303
    [36] S. Molinillo, R. Aguilar-Illescas, R. Anaya-Sanchez, F. Liebana-Cabanillas, Social commerce website design, perceived value and loyalty behavior intentions: The moderating roles of gender, age and frequency of use, J. Retail. Consum. Serv., 63 (2021), 13. https://doi.org/10.1016/j.jretconser.2020.102404 doi: 10.1016/j.jretconser.2020.102404
    [37] K. Sim, H. C. Chua, E. Vieta, G. Fernandez, The anatomy of panic buying related to the current COVID-19 pandemic, Psychiatry Res., 288 (2020), 113015. https://doi.org/10.1016/j.psychres.2020.113015 doi: 10.1016/j.psychres.2020.113015
    [38] B. M. S. Nichols, Exploring And Explaining Consumer Competition: A Mixed-Methods Approach To Understanding The Phenomenon, Ph.D thesis, University of Tennessee, 2010.
    [39] M. L. Richins, Special possessions and the expression of material values, J. Consum. Res., 21 (1994), 522–533. https://doi.org/10.1086/209415 doi: 10.1086/209415
    [40] B. S. Nichols, The development, validation, and implications of a measure of consumer competitive arousal (CCAr), J. Econ. Psychol., 33 (2012), 192–205. https://doi.org/10.1016/j.joep.2011.10.002 doi: 10.1016/j.joep.2011.10.002
    [41] G. Singh, A. S. Aiyub, T. Greig, S. Naidu, A. Sewak, S. Sharma, Exploring panic buying behavior during the COVID-19 pandemic: A developing country perspective, Int. J. Emerg. Mark., 18 (2021), 1587–1613. https://doi.org/10.1108/IJOEM-03-2021-0308 doi: 10.1108/IJOEM-03-2021-0308
    [42] S. Gupta, J. W. Gentry, "Should I buy, hoard, or hide?"-Consumers' responses to perceived scarcity, Int. Rev. Retail. Distrib. Consum. Res., 29 (2019), 178–197. https://doi.org/10.1080/09593969.2018.1562955 doi: 10.1080/09593969.2018.1562955
    [43] P. Aggarwal, S. Y. Jun, J. H. Huh, Scarcity messages, J. Advert., 40 (2011), 19–30. https://doi.org/10.2753/JOA0091-3367400302 doi: 10.2753/JOA0091-3367400302
    [44] D. ÇInar, Panic buying and in-store hoarding in the COVID-19 period: An assessment based on the scarcity principle, Business Manag. Studies: Int. J., 8 (2020), 3867–3890. https://doi.org/10.15295/bmij.v8i5.1616 doi: 10.15295/bmij.v8i5.1616
    [45] W. E. Craighead, A. E. Kazdin, M. J. Mahoney, Behavior Modification: Principles, Issues, And Applications, Houghton Mifflin, Boston, 1976.
    [46] J. Santabarbara, I. Lasheras, D. M. Lipnicki, J. Bueno-Notivol, M. Perez-Moreno, R. Lopez-Anton, et al., Prevalence of anxiety in the COVID-19 pandemic: An updated meta-analysis of community-based studies, Prog. Neuro-Psychopharmacol. Biol. Psychiatry, 109 (2021), 110207. https://doi.org/10.1016/j.pnpbp.2020.110207 doi: 10.1016/j.pnpbp.2020.110207
    [47] M. Marvaldi, J. Mallet, C. Dubertret, M. R. Moro, S. B. Guessoum, Anxiety, depression, trauma-related, and sleep disorders among healthcare workers during the COVID-19 pandemic: A systematic review and meta-analysis, Neurosci. Biobehav. Rev., 126 (2021), 252–264. https://doi.org/10.1016/j.neubiorev.2021.03.024 doi: 10.1016/j.neubiorev.2021.03.024
    [48] J. D. Sterman, G. Dogan, "I'm not hoarding, I'm just stocking up before the hoarders get here.", J. Oper. Manag., 39 (2015), 6–22. https://doi.org/10.1016/j.jom.2015.07.002 doi: 10.1016/j.jom.2015.07.002
    [49] C. E. Gallagher, M. C. Watt, A. D. Weaver, K. A. Murphy, "I fear, therefore, I shop!" exploring anxiety sensitivity in relation to compulsive buying, Pers. Individ. Differ., 104 (2017), 37–42. https://doi.org/10.1016/j.paid.2016.07.023 doi: 10.1016/j.paid.2016.07.023
    [50] H. Latan, C. J. C. Jabbour, A. Jabbour, S. F. Wamba, M. Shahbaz, Effects of environmental strategy, environmental uncertainty and top management's commitment on corporate environmental performance: The role of environmental management accounting, J. Clean Prod., 180 (2018), 297–306. https://doi.org/10.1016/j.jclepro.2018.01.106 doi: 10.1016/j.jclepro.2018.01.106
    [51] E. C. Anderson, R. N. Carleton, M. Diefenbach, P. K. J. Han, The relationship between uncertainty and affect, Front. Psychol., 10 (2019), 2504. https://doi.org/10.3389/fpsyg.2019.02504 doi: 10.3389/fpsyg.2019.02504
    [52] R. Wiedmer, J. M. Whipple, Perceptions of resource scarcity in factor markets: The effect on managerial attention and collaboration, J. Bus. Logist., 43 (2022), 421–447. https://doi.org/10.1111/jbl.12295 doi: 10.1111/jbl.12295
    [53] E. Satomi, P. M. R. d. Souza, B. d. C. Thome, C. Reingenheim, E. Werebe, E. J. Troster, et al., Fair allocation of scarce medical resources during COVID-19 pandemic: Ethical considerations, Einstein, 18 (2020), eAE5775. https://doi.org/10.31744/einstein_journal/2020AE5775 doi: 10.31744/einstein_journal/2020AE5775
    [54] T. Xu, U. Sattar, Conceptualizing COVID-19 and public panic with the moderating role of media use and uncertainty in China: An empirical framework, Healthcare, 8 (2020), 249. https://doi.org/10.3390/healthcare8030249 doi: 10.3390/healthcare8030249
    [55] L. R. Xie, J. M. Chen, M. Q. Zhang, Research on panic purchase's behavior mechanism, Innovation Manage., (2012), 1332–1335.
    [56] A. R. A. Aljanabi, The impact of economic policy uncertainty, news framing and information overload on panic buying behavior in the time of COVID-19: A conceptual exploration, Int. J. Emerg. Mark., 18 (2021), 1614–1631. https://doi.org/10.1108/IJOEM-10-2020-1181
    [57] T. E. Dickins, S. Schalz, Food shopping under risk and uncertainty, Learn. Motiv., 72 (2020), 101681. https://doi.org/10.1016/j.lmot.2020.101681 doi: 10.1016/j.lmot.2020.101681
    [58] N. Chung, S. J. Kwon, Effect of trust level on mobile banking satisfaction: A multi-group analysis of information system success instruments, Behav. Inf. Technol., 28 (2009), 549–562. https://doi.org/10.1080/01449290802506562 doi: 10.1080/01449290802506562
    [59] Q. Han, B. Zheng, M. Cristea, M. Agostini, J. J. Belanger, B. Gutzkow, et al., Trust in government regarding COVID-19 and its associations with preventive health behaviour and prosocial behaviour during the pandemic: A cross-sectional and longitudinal study, Psychol. Med., 53 (2023), 149–159. https://doi.org/10.1017/S0033291721001306 doi: 10.1017/S0033291721001306
    [60] L. S. Lau, G. Samari, R. T. Moresky, S. E. Casey, S. P. Kachur, L. F. Roberts, et al., COVID-19 in humanitarian settings and lessons learned from past epidemics, Nat. Med., 26 (2020), 647–648. https://doi.org/10.1038/s41591-020-0851-2 doi: 10.1038/s41591-020-0851-2
    [61] C. M. L. Wong, O. Jensen, The paradox of trust: Perceived risk and public compliance during the COVID-19 pandemic in Singapore, J. Risk Res., 23 (2020), 1021–1030. https://doi.org/10.1080/13669877.2020.1756386 doi: 10.1080/13669877.2020.1756386
    [62] G. Prati, L. Pietrantoni, B. Zani, Compliance with recommendations for pandemic influenza H1N1 2009: The role of trust and personal beliefs, Health Educ. Res., 26 (2011), 761–769. https://doi.org/10.1093/her/cyr035 doi: 10.1093/her/cyr035
    [63] M. Jezewska-Zychowicz, M. Plichta, M. Krolak, Consumers' fears regarding food availability and purchasing behaviors during the COVID-19 pandemic: The importance of trust and perceived stress, Nutrients, 12 (2020), 2852. https://doi.org/10.3390/nu12092852 doi: 10.3390/nu12092852
    [64] M. Burri, R. Polanco, Digital trade provisions in preferential trade agreements: Introducing a new dataset, J. Int. Econ. Law, 23 (2020), 187–220. https://doi.org/10.1093/jiel/jgz044 doi: 10.1093/jiel/jgz044
    [65] W. W. Chin, B. L. Marcolin, P. R. Newsted, A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study, Inf. Syst. Res., 14 (2003), 189–217. https://doi.org/10.1287/isre.14.2.189.16018 doi: 10.1287/isre.14.2.189.16018
    [66] J. F. Hair, M. Sarstedt, C. M. Ringle, J. A. Mena, An assessment of the use of partial least squares structural equation modeling in marketing research, J. Acad. Mark. Sci., 40 (2012), 414–433. https://doi.org/10.1007/s11747-011-0261-6 doi: 10.1007/s11747-011-0261-6
    [67] J. F. Hair, C. M. Ringle, M. Sarstedt, PLS-SEM: Indeed a silver bullet, J. Mark. Theory Pract., 19 (2011), 139–152. https://doi.org/10.2753/MTP1069-6679190202 doi: 10.2753/MTP1069-6679190202
    [68] J. F. Hair, J. J. Risher, M. Sarstedt, C. M. Ringle, When to use and how to report the results of PLS-SEM, Eur. Bus. Rev., 31 (2019), 2–24. https://doi.org/10.1108/EBR-11-2018-0203 doi: 10.1108/EBR-11-2018-0203
    [69] S. E. Byun, B. Sternquist, Fast fashion and in-store hoarding: The drivers, moderator, and consequences, Cloth. Text. Res. J., 29 (2011), 187–201. https://doi.org/10.1177/0887302X11411709
    [70] H. Han, B. L. Chua, S. S. Hyun, Consumers' intention to adopt eco-friendly electric airplanes: The moderating role of perceived uncertainty of outcomes and attachment to eco-friendly products, Int. J. Sustain. Transp., 14 (2020), 671–685. https://doi.org/10.1080/15568318.2019.1607957 doi: 10.1080/15568318.2019.1607957
    [71] D. Roy, S. Tripathy, S. K. Kar, N. Sharma, S. K. Verma, V. Kaushal, Study of knowledge, attitude, anxiety & perceived mental healthcare need in Indian population during COVID-19 pandemic, Asian J. Psychiatr., 51 (2020), 102083. https://doi.org/10.1016/j.ajp.2020.102083 doi: 10.1016/j.ajp.2020.102083
    [72] C. K. Lee, Y. S. Yoon, S. K. Lee, Investigating the relationships among perceived value, satisfaction, and recommendations: The case of the Korean DMZ, Tour. Manag., 28 (2007), 204–214. https://doi.org/10.1016/j.tourman.2005.12.017
    [73] M. S. Shanka, M. M. Menebo, When and how trust in government leads to compliance with COVID-19 precautionary measures, J. Bus. Res., 139 (2022), 1275–1283. https://doi.org/10.1016/j.jbusres.2021.10.036 doi: 10.1016/j.jbusres.2021.10.036
  • Reader Comments
  • © 2023 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(1803) PDF downloads(143) Cited by(3)

Article outline

Figures and Tables

Figures(2)  /  Tables(7)

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog