MétaCan
Menu
Back to cohort
Record W1857664419 · doi:10.25916/sut.26294392

Comparative housing research and policy: social housing rent-setting in western countries

2024· other· en· W1857664419 on OpenAlexaboutno aff
Sean McNelis

Bibliographic record

VenueSwinburne Research Bank (Swinburne University of Technology) · 2024
Typeother
Languageen
FieldEconomics, Econometrics and Finance
TopicHousing, Finance, and Neoliberalism
Canadian institutionsnot available
Fundersnot available
KeywordsPublic housingEconomic growthBusinessEconomics

Abstract

fetched live from OpenAlex

The conference theme, 'Housing and the Credit Crunch---International Experiences and Responses', raises questions about the impact of the current Global Financial Crisis upon housing. The recent resurgence of interest in comparative housing research and policy also raises the possibility of global collaboration in the resolution of housing issues and problems. In the 1990s, debates ensued about the possibility, purpose and methodologies appropriate for comparative housing research. In an article written in 2001, Michael Oxley examined its aims and methodologies. He concluded that 'one of the greatest confusions in housing research that covers several countries is to box all such work together and call it 'comparative'.' He further suggested that 'the use of the term 'comparative housing research' should be limited to research that genuinely compares and contrasts.' He continues 'the best of such research produces plausible, evidence-based conclusions about the reasons for the similarities and differences.' In this article, he advocates 'a more scientific approach' (90) to comparative housing research and proposes that teams with different purposes and methodologies collaborate on projects: explorers, empiricists, theorists and scientists. He also raised the difficult issue of the transferability of policies and practices between countries. In his concluding comments on methodology in comparative housing research, Michael Oxley notes: 'International housing research should not be driven by a single methodological approach. Methods and purpose should go together. A variety of aims demand a variety of approaches. Methodology has to be fit for the purpose and it should be explicit. Too much housing research is without a clear method that has been reasoned to be the best way of tackling a particular issue. This is a reflection of a lack of theorising and a concern to engage in lots of description.' It is this linking of method and purpose that characterises, his article, particularly in his exposition of explorers, empiricists, theorists and scientists. Each of these research groups has a particular purpose and method that characterise their work. This paper begins with a brief review of Michael Oxley's article. But it moves beyond a simple review by suggesting (i) some refinements to the structure of comparative research proposed by Oxley - refinements in the purpose and method of each research group and in the relationships between the work of each research group (ii) the addition of a further research group, evaluators, with its own purpose and methodology, and (iii) some links between the research groups and the contexts for transferring policy between countries and, thus reworking these contexts of transferability into four 'implementation' groups. As such it builds on this significant article by Michael Oxley and proposes a division of labour whereby research and implementation groups can divide up the complex work of housing research and the transferability of policies and practices. In this division of labour each group is identified as having a particular purpose and associated method within the whole process of research and implementation. In the second section, I will present an extended illustration of how these research and implementation groups might operate. Coincidentally the same illustration is used by Michael Oxley in relation to the transferability of housing policy, viz. rent-setting. The illustration proposes an analytical framework2 for rent-setting. It then outlines how this analytical framework is important to each of the research and implementation groups. In doing so it elaborates further on these groups and locates comparative housing research within one of them. The illustration also presents some material on rent-setting, finance and the role of social housing in some selected countries: United Kingdom, United States of America, Canada, The Netherlands, Sweden, Australia and New Zealand. A conclusion will suggest that a division of work among these research and implementation groups provides a framework for collaborative global creativity, one which more efficiently facilitates the movement of results of work in one group to the next, which addresses the difficulties confronting comparative housing research and policy and, which raises the possibility of global collaboration in the resolution of housing issues and problems.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.010
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.069
Threshold uncertainty score0.138

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.009
Science and technology studies0.0060.013
Scholarly communication0.0060.006
Open science0.0010.005
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.083
GPT teacher head0.333
Teacher spread0.250 · 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 source (direct Gemma or distilled Codex), 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

Citations1
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueSwinburne Research Bank (Swinburne University of Technology)Same topicHousing, Finance, and NeoliberalismFrench-language works237,207