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Record W1568575425

Impact of the Global Financial and Economic Crisis on the Philippines

2009· preprint· en· W1568575425 on OpenAlexfundno aff
Josef T. Yap, Janet Cuenca, Celia Reyes

Bibliographic record

VenueEconstor (Econstor) · 2009
Typepreprint
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Financial Crisis and Policies
Canadian institutionsnot available
FundersMachine Tool Engineering FoundationUnited Nations Development ProgrammeAlberta Biodiversity Monitoring Institute
KeywordsEconomicsFinancial crisisRecessionUnemploymentForeign-exchange reservesExchange rateEconomic policyInternational economicsMonetary economicsEconomic growthMacroeconomics
DOInot available

Abstract

fetched live from OpenAlex

The 2008 global economic and financial crisis spawned a synchronized recession among industrialized countries leading to a contraction in world trade. Exports from developing countries fell sharply dragging many of them into the global economic downturn. The Philippines was not spared the fallout from the crisis as GDP growth decelerated considerably in the fourth quarter of 2008 and first half of 2009. Asset prices experienced volatility but unlike the 1997 East Asian crisis, the financial sector remained fairly stable. Unemployment increased moderately, but was more pronounced in the manufacturing sector which felt the brunt of the slowdown mainly through the export channel. Remittances from overseas Filipino workers continued to grow, however, albeit at a lower rate. Foreign exchange reserves therefore maintained an upward trend despite the fall in exports and larger capital outflows. A cause of concern is the widening fiscal deficit, which is largely due to the need to increase government expenditures to offset lower consumption, investment, and exports. The Economic Resiliency Plan is a key component of the government's response to the crisis and 2009 first half data indicate modest success. However, another factor behind the wider fiscal deficit is the weak tax effort and if this persists, the resources to finance achievement of the Millennium Development Goals will likely be reduced. Thus, even if preliminary survey data derived from the Community-based Monitoring System indicate a moderate adverse effect on the income and employment of lower income households, lower economic growth and fiscal troubles imply that the government will not have enough resources to improve their situation in the medium term. This is definitely a problematic scenario given that the poverty situation in the Philippines deteriorated even when economic growth was relatively robust. To its credit, the government embarked on a campaign to increase and expand social protection in response to the deteriorating poverty situation. In the wake of the crisis, resources were increased and programs were improved. However, many social protection programs continue to be hindered by low coverage and inadequate benefits, poor targeting, and operational constraints due to lack of coordination among program implementers. This is a microcosm of the institutional problems that have constrained economic development in the Philippines over many decades.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.209
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.248
Teacher spread0.227 · 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.

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

Citations21
Published2009
Admission routes1
Has abstractyes

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