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Record W4388809736 · doi:10.61868/njhe.v11i8.181

HOME ECONOMICS: PAST, PRESENT AND FUTURE IN POST COVID PANDEMIC

2023· article· en· W4388809736 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueNigeria Journal of Home Economics (ISSN 2782-8131) · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducation, Sociology, Communication Studies
Canadian institutionsnot available
Fundersnot available
KeywordsUnderemploymentPandemicUnemploymentRecessionDevelopment economicsEconomic growthCoronavirus disease 2019 (COVID-19)CommodityMetropolitan areaLivelihoodPovertyQuarter (Canadian coin)Political scienceBusinessEconomicsGeographyAgricultureFinanceMedicineInfectious disease (medical specialty)Disease

Abstract

fetched live from OpenAlex

The theme for this year’s conference: Home Economics: Past, Present and Future in Post-Covid Pandemic is therefore considered very apt and significant in addressing the multidisciplinary concerns that will bring about innovative ideas, knowledge and skills geared towards improving the quality of life of individuals, families, communities and society at large.The 11th March 2020 is a date that is significant as the earth experienced a global remarkable change to a new normal which affected the entire human race, professional practices and activities of men and women in unimaginable ways across the nations of the world. The World Health Organization [WHO] (2020a) officially declared the viral infection emanating from a novel corona virus on the 11th of march, 2020 which was previously named COVID-19, a global pandemic (Worldometer, 2021). The COVID-19 pandemic triggered a global economic recession which has resulted in a dramatic loss of livelihoods and income on a global scale (World Bank, 2020a).The spread of COVID-19 already had a high human cost, and with public health systems struggling to cope, these costs will continue to grow. This has led to significant trade disruptions, drops in commodity prices, and the tightening of financial conditions in many countries. These effects have already led to large increases in unemployment and underemployment rates and will continue to threaten the survival of many firms worldwide (Loayza and Pennings, 2020). Furthermore, the International Labour Organization (ILO) stated that more than the equivalent of 400 million full-time jobs was lost in the second quarter of 2020 with a number of countries enforcing lockdown measures (ILO, 2020a). In Nigeria, a similar or higher scenario of its effects was recorded.This is also having complex consequences for professionals in the field of Home Economics. In order to address the main focus of this topic, emphasis will be laid in the following areas.• Brief Historical perspective of Home Economics practice• Home Economics and its components• Challenges of Learning Situations in the past and Present.• The future of Home Economics in post covid-19 Era.• Innovations in Home Economics classrooms (Digital Learning Platforms).• Problems of Online learning• Optimal Productivity & Sustainability in Teaching & Learning Home Economics Education

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.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.471
Threshold uncertainty score0.952

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.057
GPT teacher head0.358
Teacher spread0.302 · 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