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Record W2582827576

Service Quality Perspectives and Satisfaction in Health Care Systems-A study of select hospitals in Hyderabad

2006· article· en· W2582827576 on OpenAlexaboutno aff
Priya Deshpande

Bibliographic record

VenueIndian Journal of Marketing · 2006
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealthcare Systems and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessHealth careGlobalizationProductivityCompetition (biology)Economic growthLiberalizationQuality (philosophy)RecessionService (business)MarketingEconomicsMarket economy
DOInot available

Abstract

fetched live from OpenAlex

Liberalization, Privatization and Globalization (LPG) has brought unprecedented changes in the economic, trade and industrial scenario. LPG environment has exposed various organizations including the service sectors to the challenges of competition; service quality, cost and the competitive environment will help organizations to modernize. The impact of globalization and its implications for our country's health care sector has rightly received wide attention and has been the subject of various health conclaves. With the state-of- the art medical procedures, equipment and facilities now available in India, patients from developed countries like Canada and Britain are choosing Indian Hospitals. Today India is not only well poised to meet the health care challenges of the millennium but also equipped with the talent and strength to contribute in further developing the health and economy of the world.Health is Wealth, the old saying still holds true. It is increasingly being recognized that good health is an important contributor to the productivity and economic growth at the same time it is first and foremost and an end itself. Perhaps, health care industry is one industry, which never faces a recession. Entry of private participants in the health insurance will enhance the accessibility of health care facilities to millions thus providing the right kind of health care services at affordable cost.

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)0.001
metaresearch head score (Gemma)0.005
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.003
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.017
GPT teacher head0.271
Teacher spread0.254 · 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

Citations2
Published2006
Admission routes1
Has abstractyes

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