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Record W1920365232 · doi:10.1086/669342

Financial Insecurity and Deprivation Life Satisfaction, Self Determination, and Consumption Adequacy at the Bottom of the Pyramid How Economic Contractions and Expansions Affect Expenditure Patterns Living U.S. Capitalism: The Normalization of Credit/Debt Financial Deprivation Prompts Consumers to Seek Scarce Goods How Marketplace Performances Produce Interdependent Status Games and Contested Forms of Symbolic Capital

2013· article· en· W1920365232 on OpenAlexaff
Eileen Fischer, Kelly D. Martin, Wagner A. Kamakura, Lisa Peñaloza, Eesha Sharma, Tuba Üstüner, Ronald Paul Hill, Rex Yuxing Du, Michelle Barnhart, Adam L. Alter, Craig J. Thompson

Bibliographic record

VenueJournal of Consumer Research · 2013
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Socioeconomic Development
Canadian institutionsYork University
Fundersnot available
KeywordsNormalization (sociology)PovertyConsumption (sociology)RecessionAffect (linguistics)EconomicsPublic economicsDemographic economicsDevelopment economicsFinanceEconomic growthSociologyMacroeconomicsSocial science

Abstract

fetched live from OpenAlex

Consumers worldwide are struggling with serious economic challenges. In virtually every nation, the disparity is growing between the wealthy and the poor. Consumer researchers are responding by trying to understand how consumers experience and cope with financial insecurity and deprivation. They are using an array of psychological, economic, and sociological theories coupled with methodological approaches ranging from experiments to econometrics to ethnographies. At one extreme is research that examines the “bottom of the pyramid” and attempts to understand factors that may mitigate the consequences of dire poverty. At the other extreme is research that considers how consumers who are not themselves currently facing diminished resources may modify their consumption behaviors when they perceive that others are spending less due to recessions or economic hardships. The research within this collection sheds new light on causes of financial insecurity such as the normalization, at a cultural level, of the use of credit and of indebtedness. It further highlights the consequences of perceived financial deprivation. For instance, people who regard themselves as financially deprived relative to peers may respond by seeking to attain goods that are in scarce supply. Contemporary consumer research also highlights strategies that may enable some who are born into poverty to attain greater financial security. For example, poor migrants to global cities may attain not only economic but also vital social and cultural capital through ongoing interactions as service providers to affluent consumers. As a whole, this research moves us closer to understanding the pernicious roots and pervasive consequences of financial deprivation and helps us to appreciate the complex challenges of ameliorating its impacts.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.402

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.265
Teacher spread0.247 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations7
Published2013
Admission routes1
Has abstractyes

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