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Record W2905397418

Buying Decision Strategies on Residential Condominium in Taguig City

2017· article· en· W2905397418 on OpenAlexaboutno aff
Carl Michael S. Espiritu

Bibliographic record

VenueAscendens Asia Journal of Multidisciplinary Research Conference Proceedings · 2017
Typearticle
Languageen
FieldEngineering
TopicSmart Parking Systems Research
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)BedroomProduct (mathematics)Promotion (chess)BusinessSocioeconomicsGeographyMarketingEconomics
DOInot available

Abstract

fetched live from OpenAlex

The descriptive survey method was used in this study. The researcher gathered the data using survey questionnaires strategically distributed through the help of respective property management offices of six residential condominiums in Acacia Estates in Taguig City. There were 250 respondents. The gathered data was tested at a 0.05 level of significance. Frequency, percent distribution, weighted mean, one-way analysis of variance, and ranking were used as statistical tools. Results of the study implied that residents of condominium in Taguig City mostly aged 30 – 39 years old, male, married with growing families. A quarter of the residents were single implying they are career-driven individuals or soon-to-be married couples investing on the future. Results showed that males were the ones who decide to buy the residential condominium which is natural because males are often regarded as providers. Residents were mainly post-graduate degree holders earning 60,000 – 90,000 monthly and belonged to the middle income class. Most of them owned 1 two-bedroom residential condominium unit for 3 to 4 years living with 3 to 4 household members and worked in Taguig City. The study suggested that respondents agreed on the effectiveness of their buying strategy on residential condominium in Taguig City in terms of product, price, place and promotion; consequently, place ranked highest followed by promotion then product while price was regarded as the least. There were significant differences in the respondents' assessment of the effectiveness of their buying decision strategies on residential condominiums, in terms of product, price, place, and promotion, when grouped according to age, workplace location, and location of childrens' schools. The researcher recommends that developers should consider their client's profile to ensure that their client's needs are met. Knowing the profile of the respondents can also help developers to match their product offerings as well as their pricing strategies to fit the market. Developers should consider allowing multiple parking slot purchase given that there is ample inventory of parking slots. They should consider offering discounts, as well as different financing and payment options, in order for residential condominium units to be more affordable. These factors should be properly communicated to the client prior to the purchase of the unit.   All fees that clients pay once they own the unit should also be communicated prior to closing the sale of residential condominium units, in order to manage the expectations of future owners. Developers should provide free shuttle services for residential condominiums not readily accessible by main public transportation means. Developers should build their reputation and their client's trust by providing and maintaining quality and on-time developments. Developers should be properly conveying their market offerings through the use of advertisements such as flyers and billboards. Additional business centres outside Metro Manila should be established to push developments in neighbouring provinces. It is possible that residential condominium developments will be encouraged in areas with employment and educational opportunities. In effect, our country as a whole may benefit from this. Further studies aiming on individuals not only owners or residents of residential condominiums but also potential clients who aim to buy residential condominiums not only in Taguig City but also in other parts of Metro Manila to further determine and compare buying decision strategies should be conducted In addition, further studies are recommended focusing on the various fees to be paid by residential condominium owners and potential buyers, and on residential condominiums focusing on socialised housing.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.011
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.106
GPT teacher head0.408
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

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".

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Citations0
Published2017
Admission routes1
Has abstractyes

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