Skip to main content

Advertisement

Log in

How Do Consumption Patterns Influence the Discrepancy Between Economic and Subjective Poverty?

  • Research Paper
  • Published:
Journal of Happiness Studies Aims and scope Submit manuscript

Abstract

This study examines an income and wellbeing paradox—the discrepancy between economic and subjective poverty—from a consumption perspective. The theoretical underpinning is that households allocate their monetary resources into different consumption categories, which may lead to varying levels of utility, thereby shaping their perceptions of poverty in different ways. Data were drawn from the first wave of the Hong Kong Panel Survey for Poverty Alleviation (N = 1386). Cluster analysis identified four consumption patterns among the economically poor: (a) food-dominant, (b) rent-dominant, (c) food & rent-dominant, and (d) balanced, and five among the economically non-poor: (a) food-dominant, (b) rent-dominant, (c) education-high, (d) mortgage-high, and (e) balanced. Logistic regression revealed that the food-dominant cluster (compared with the balanced cluster) reduced the probability of feeling non-poor among the economically poor, and the mortgage-high cluster (compared with the balanced cluster) increased the probability of feeling poor among the economically non-poor. However, the significant association between the mortgage-high cluster and subjective poverty became insignificant after controlling for assets. The mortgage-high cluster’s positive impact on subjective poverty was most likely offset by the negative impacts of homeownership and assets. The study’s findings expand our understanding of how individuals’ perceived poverty status can be shaped by their consumption patterns.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Availability of Data and Material

All data and materials support the published claims and comply with field standards.

Code Availability

Custom code supports the published claims and comply with field standards.

Notes

  1. The US$-HK$ exchange rate in January 2023 was HK$1 = US$0.13.

  2. The proportion of spending on a mortgage was only 1% because only 13 of the 403 respondents had a mortgage.

  3. In 2020, the income and asset limits for a single-person household were HK$33,000 and HK$850,000, respectively, whereas the limits for households with two or more persons were HK$66,000 and HK$1.7 million. The medium monthly household income in Hong Kong is HK$27,000.

References

  • Alem, Y., Köhlin, G., & Stage, J. (2014). The persistence of subjective poverty in urban Ethiopia. World Development, 56, 51–61.

    Article  Google Scholar 

  • Ayllón, S., & Fusco, A. (2017). Are income poverty and perceptions of financial difficulties dynamically interrelated?. Journal of Economic Psychology, 61, 103–114.

  • Baldini, M., Peragine, V., & Silvestri, L. (2017). Quality of government and subjective poverty in Europe. Department of Economics, University of Modena and Reggio Emilia. Retrieved from 30 January, 2023. https://editorialexpress.com/cgi-bin/conference/download.cgi?db_name=SIEP2016&paper_id=139

  • Bourdieu, P. (1987). Distinction: A social critique of the judgement of taste. Harvard University Press.

    Google Scholar 

  • Brown, G. D., & Gathergood, J. (2017). Consumption and life satisfaction: A micro panel data study. Available at SSRN 2962837.

  • Caliński, T., & Harabasz, J. (1974). A dendrite method for cluster analysis. Communications in Statistics - Theory and Methods, 3(1), 1–27.

    Article  Google Scholar 

  • Census and Statistics Department. (2021). Household expenditure survey and the rebasing of the Consumer Price Indices. Retrieved from 30 January, 2023. https://www.censtatd.gov.hk/en/EIndexbySubject.html?pcode=B1060003&scode=290

  • Census and Statistics Department. (2016). Hong Kong poverty situation report 2015. Census and Statistics Department.

    Google Scholar 

  • Census and Statistics Department. (2019). Hong Kong poverty situation report 2018. Census and Statistics Department.

  • Cha, S. S. (1991). Consumption patterns of poor households (Doctoral dissertation). University of Illinois at Urbana-Champaign.

  • Chow, J. (2017, May 5) Retire in comfort: Reverse mortgages and the life annuity scheme give seniors steady income. South China Morning Post. Retrieved from 30 January, 2023. https://www.scmp.com/special-reports/property/topics/weekend-property/article/2093059/retire-comfort-reverse-mortgages

  • Chuang, E., Collins-Camargo, C., McBeath, B., Wells, R., & Bunger, A. (2014). An empirical typology of private child and family serving agencies. Children and Youth Services Review, 38, 101–112.

    Article  Google Scholar 

  • Chung, Y. S. (1990). Expenditure patterns of older and younger consumers (Doctoral dissertation). University of Illinois at Urbana-Champaign.

  • Clark, A. E., Frijters, P., & Shields, M. A. (2008). Relative income, happiness, and utility: An explanation for the Easterlin paradox and other puzzles. Journal of Economic Literature, 46(1), 95–144.

    Article  Google Scholar 

  • Cox, W., Pavletich, H., & Hartwich, O. (2021). 13th annual demographia international housing affordability survey.

  • Darvas, Z. (2016). Some are more equal than others: New estimates of global and regional inequality. IEHAS Discussion Papers.

  • DeLeire, T., & Kalil, A. (2010). Does consumption buy happiness? Evidence from the United States. International Review of Economics, 57(2), 163–176.

    Article  Google Scholar 

  • Department of Statistics (2021). Report on the household expenditure survey. Retrieved from 30 January, 2023. https://www.singstat.gov.sg/-/media/files/publications/households/hes201718.pdf

  • Duda, R. O., Hart, P. E., & Stork, D. G. (1973). Pattern classification and scene analysis (Vol. 3). Wiley.

    Google Scholar 

  • Dumludag, D. (2015). Consumption and life satisfaction at different levels of economic development. International Review of Economics, 62(2), 163–182.

    Article  Google Scholar 

  • Easterlin, R. A., & Angelescu McVey, L. (2009). Happiness and growth the world over: Time series evidence on the happiness-income paradox (No. 4060). Institute for the Study of Labor (IZA).

  • Easterlin, R. A. (2021). Why does happiness respond differently to an increase vs. decrease in income? (No. 14645). IZA Discussion Papers.

  • Easterlin, R. A. (1974). Does economic growth improve the human lot? Some empirical evidence. In P. A. David & M. W. Reder (Eds.), Nations and households in economic growth (pp. 89–125). Academic Press.

    Google Scholar 

  • Easterlin, R. A. (2001). Income and happiness: Towards a unified theory. The Economic Journal, 111(473), 465–484.

    Article  Google Scholar 

  • Easterlin, R. A., McVey, L. A., Switek, M., Sawangfa, O., & Zweig, J. S. (2010). The happiness–income paradox revisited. Proceedings of the National Academy of Sciences, 107(52), 22463–22468.

    Article  Google Scholar 

  • Engel, E. (1857). Die productions-und consumtionsverhältnisse des königreichs sachsen. Zeitschrift Des Statistischen Bureaus Des Königlich Sächsischen Ministeriums Des Innern, 8, 1–54.

    Google Scholar 

  • Everitt, B., Landau, S., Leese, M., & Stahl, D. (2011). Cluster analysis: Wiley series in probability and statistics. Wiley.

    Book  Google Scholar 

  • Fan, J. X. (1998). Ethnic differences in household expenditure patterns. Family and Consumer Sciences Research Journal, 26(4), 371–400.

    Article  Google Scholar 

  • Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7(2), 117–140.

  • Fornero, E., Romiti, A., & Rossi, M. (2011). Does home ownership crowd out investment in children’s human capital? Retrieved from 30 January, 2023. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2012365

  • Furnham, A., & Brewin, C. R. (1990). Personality and happiness. Personality and Individual Differences, 11(10), 1093–1096.

  • Georgarakos, D., Lojschova, A., & Ward-Warmedinger, M. E. (2010). Mortgage indebtedness and household financial distress. Retrieved from 30 January, 2023. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1551227

  • Ghasemi, A., & Zahediasl, S. (2012). Normality tests for statistical analysis: A guide for non-statisticians. International Journal of Endocrinology and Metabolism, 10(2), 486–489.

    Article  Google Scholar 

  • Giddens, A. (1984). The constitution of society: Outline of the theory of structuration (Vol. 349). University of California Press.

    Google Scholar 

  • Gokdemir, O. (2015). Consumption, savings and life satisfaction: The Turkish case. International Review of Economics, 62(2), 183–196.

    Article  Google Scholar 

  • Government of the Hong Kong Special Administration Region (2021). Ballots drawn for sale of Home Ownership Scheme Flats 2020 and White Form Secondary Market Scheme 2020. Retrieved from 30 January, 2023. https://www.info.gov.hk/gia/general/202012/15/P2020121500358.htm?fontSize=1

  • Guillen-Royo, M. (2008). Consumption and subjective wellbeing: Exploring basic needs, social comparison, social integration and hedonism in Peru. Social Indicators Research, 89(3), 535–555.

    Article  Google Scholar 

  • Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006). Multivariate data analysis (Vol. 6). Pearson Prentice Hall.

    Google Scholar 

  • Han, W., Wang, P., Xu, H., & Choi, J. S. (2017). Evaluation of the reverse mortgage option in Hong Kong. Asian Economic Journal, 31(2), 187–210.

    Article  Google Scholar 

  • Hayes, D., & Finney, A. (2014). Dominant patterns of expenditure among older people in the United Kingdom: Segmenting the older consumer using the Living Costs and Food Survey. Journal of Population Ageing, 7(2), 97–113.

    Article  Google Scholar 

  • Hirschle, J. (2014). Consumption as a source of social change. Social Forces, 92(4), 1405–1433.

    Article  Google Scholar 

  • Hoyt, E. E. (1938). Consumption in our society. McGraw-Hill.

    Google Scholar 

  • Kaya, O. (2014). Is perceived financial inadequacy persistent? Review of Income and Wealth, 60(4), 636–654.

    Google Scholar 

  • Lakshmanasamy, T., & Maya, K. (2020). Is it income adaptation or social comparison? The effect of relative income on happiness and the Easterlin paradox in India. The Indian Economic Journal, 68(4), 477–495.

    Article  Google Scholar 

  • Liu, D., Shen, S., Shillair, R., Li, F., & Chen, Z. (2022). How does home ownership affect migrants’ sense of relative deprivation? An investigation based on field theory. Social Science & Medicine, 306, 115097.

    Article  Google Scholar 

  • Mahmood, T., Yu, X., & Klasen, S. (2019). Do the poor really feel poor? Comparing objective poverty with subjective poverty in Pakistan. Social Indicators Research, 142(2), 543–580.

    Article  Google Scholar 

  • Mangahas, M. (1995). Self-rated poverty in the Philippines, 1981–1992. International Journal of Public Opinion Research, 7(1), 40–52.

    Article  Google Scholar 

  • Mangahas, M. (2001). Subjective poverty and affluence in the Philippines. Philippine Review of Economics, 38(2), 122–134.

    Google Scholar 

  • Milligan, G. W. (1980). An examination of the effect of six types of error perturbation on fifteen clustering algorithms. Psychometrika, 45(3), 325–342.

  • Milligan, G. W., & Cooper, M. C. (1985). An examination of procedures for determining the number of clusters in a data set. Psychometrika, 50(2), 159–179.

    Article  Google Scholar 

  • Newby, P., & Tucker, K. L. (2004). Empirically derived eating patterns using factor or cluster analysis: A review. Nutrition Reviews, 62(5), 177–203.

    Article  Google Scholar 

  • Noll, H. H., & Weick, S. (2015). Consumption expenditures and subjective well-being: Empirical evidence from Germany. International Review of Economics, 62(2), 101–119.

    Article  Google Scholar 

  • Papuchon, A., & Duvoux, N. (2019). Subjective poverty as perceived lasting social insecurity: Lessons from a French survey on poverty, inequality and the welfare state (2015–2018). LSE International Inequalities Institute Working Paper (No. 36).

  • Peng, C. (2019). Discrepancy between economic and subjective poverty in Hong Kong: the influence of comparison, household consumption, and neighbourhood services. HKU Theses Online (HKUTO).

  • Peng, C. (2021). What makes people feel poor when they are economically non-poor? Investigating the role of intergenerational mobility and comparison with friends. Research in Social Stratification and Mobility, 75, 100645.

    Article  Google Scholar 

  • Peng, C., Yip, P. S., & Law, Y. W. (2020). What factors beyond economic poverty lead people in high-income societies to feel poor? Evidence from Hong Kong. Social Indicators Research, 152(3), 991–1027.

    Article  Google Scholar 

  • Posel, D., & Rogan, M. (2016). Measured as poor versus feeling poor: Comparing money-metric and subjective poverty rates in South Africa. Journal of Human Development and Capabilities, 17(1), 55–73.

    Article  Google Scholar 

  • Quigley, J. M., & Raphael, S. (2004). Is housing unaffordable? Why isn’t it more affordable? Journal of Economic Perspectives, 18(1), 191–214.

    Article  Google Scholar 

  • Rating and Valuation Department (2019). Hong Kong Property Review 2019. https://www.rvd.gov.hk/doc/en/PR_fullbook/PR2019.pdf.

  • Statistics Bureau (2021). The survey of family income and expenditure. Retrieved from 30 January, 2023. https://eng.stat.gov.tw/np.asp?CtNode=1542

  • Steel, P., Schmidt, J., & Shultz, J. (2008). Refining the relationship between personality and subjective well-being. Psychological Bulletin, 134(1), 138.

  • Twigg, J., & Majima, S. (2014). Consumption and the constitution of age: Expenditure patterns on clothing, hair and cosmetics among post-war “baby boomers.” Journal of Aging Studies, 30, 23–32.

    Article  Google Scholar 

  • Veblen, T. (1899). Theory of the leisure class: An economic study in the evolution of institutions. Macmillan.

    Google Scholar 

  • Walfish, S. (2006). A review of statistical outlier methods. Pharmaceutical Technology, 30(11), 82–88.

    Google Scholar 

  • Wang, H., Cheng, Z., & Smyth, R. (2015a). Does consuming more make your happier? Evidence from Chinese panel data. Discussion paper. No. 21/2015. Bank of Finland Institute for Economies in Transition.

  • Wang, H., Zhao, Q., Bai, Y., Zhang, L., & Yu, X. (2020). Poverty and subjective poverty in rural China. Social Indicators Research, 150(1), 219–242.

    Article  Google Scholar 

  • World Bank (2021). GDP per capita (current US$). Retrieved from 30 January, 2023. https://data.worldbank.org/indicator/NY.GDP.PCAP.PP.CD?most_recent_value_desc=true

  • Zanin, L. (2016). On Italian households’ economic inadequacy using quali-quantitative measures. Social Indicators Research, 128(1), 59–88.

    Article  Google Scholar 

  • Zhu, X., Woo, S. E., Porter, C., & Brzezinski, M. (2013). Pathways to happiness: From personality to social networks and perceived support. Social Networks, 35(3), 382–393.

  • Zimmermann, S. (2014). The pursuit of subjective well-being through specific consumption choice. Available at SSRN 2484660.

Download references

Funding

This work was supported by Chief Executive’s Community Project List (Grant No. 2013/CP03).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yik-Wa Law.

Ethics declarations

Conflict of interest

No conflicts of interest.

Human Participants

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.

Consent Informed

Informed consent was obtained from all individual participants involved in the study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendices

Appendices

Appendix I: Description of Control Variables

Gender

Female (reference group); Male

Age group

Young adults (18 ≤ age < 35); Middle-age adults (35 ≤ age < 65, reference group); Older adults (age ≥ 65)

HKPR

HKPR; Non-HKPR (reference group)

Marital status

Single; Cohabiting/married (reference group); Divorced/separated/widowed

Single-person household

Household with one member

Have children

Have child household members

Educational attainment

Primary school or below; Secondary school (reference group); Tertiary school and above

Employment status

Employed (reference group); Unemployed; Inactive (e.g., student, retiree, or homemaker)

Housing status

Public rental tenant (reference group); Subsidized homeowner; Private rental tenant; Private homeowner

Household income

Natural logarithm form of household income, which includes all household members’ employment earnings, investment returns, government and non-government cash transfers

Self-rated health

Poor, fair, good or excellent

Assets

Household’s total financial assets (e.g., savings, stocks, and funds) minus financial liabilities (e.g., debts and mortgage)

Appendix II: DH and CH Indices of Cluster Analysis Among the Economically Poor

Number of clusters

2

3

4

5

6

7

DH pseudo T-squared

65.11

58.45

22.90

67.86

25.48

36.75

CH pseudo T-squared

101.05

97.18

98.07

91.36

88.20

88.00

Appendix III: DH and CH Indices of Cluster Analysis Among the Economically Non-Poor

Number of clusters

2

3

4

5

6

7

DH pseudo T-squared

221.48

196.03

139.89

79.94

71.07

57.25

CH pseudo T-squared

198.52

238.76

262.28

269.35

253.00

238.95

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Peng, C., Law, YW. How Do Consumption Patterns Influence the Discrepancy Between Economic and Subjective Poverty?. J Happiness Stud 24, 1579–1604 (2023). https://doi.org/10.1007/s10902-023-00651-5

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10902-023-00651-5

Keywords

Navigation