Evidence map›Paper›PMID 34203864›Full record

ArticleFoods (Basel, Switzerland)2021

Consumer Preference Analysis on Attributes of Milk Tea: A Conjoint Analysis Approach.

Ardvin Kester S Ong, Yogi Tri Prasetyo, Ma Althea Deniella C Libiran, Yuanne Mae A Lontoc, Joyce Anne V Lunaria, Adelaine M Manalo, Bobby Ardiansyah Miraja, Michael Nayat Young, Thanatorn Chuenyindee, Satria Fadil Persada and 1 more

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Ardvin Kester S OngSchool of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines.ORCID 0000-0001-9284-9826
Yogi Tri PrasetyoSchool of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines.
Ma Althea Deniella C LibiranYoung Innovators Research Center, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines.
Yuanne Mae A LontocYoung Innovators Research Center, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines.
Joyce Anne V LunariaYoung Innovators Research Center, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines.
Adelaine M ManaloYoung Innovators Research Center, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines.
Bobby Ardiansyah MirajaDepartment of Business Management, Institut Teknologi Sepuluh November, Kampus ITS Sukolilo, Surabaya 60111, Indonesia.
Michael Nayat YoungSchool of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines.
Thanatorn ChuenyindeeSchool of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines.
Satria Fadil PersadaDepartment of Business Management, Institut Teknologi Sepuluh November, Kampus ITS Sukolilo, Surabaya 60111, Indonesia.
Anak Agung Ngurah Perwira RediIndustrial Engineering Department, BINUS Graduate Program-Master of Industrial Engineering, Bina Nusantara University, Jakarta 11480, Indonesia.ORCID 0000-0003-3520-5260

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Milk tea is a famous drink that has been heavily consumed since 2011. This study aimed to determine the combination of milk tea attributes that were most preferred using a Conjoint Analysis Approach. Specifically, this study utilized different attributes such as the size of tapioca pearls, sugar level, price range, brands, type of milk tea, cream cheese inclusion, and the amount of ice. Conjoint analysis with the orthogonal design was utilized to evaluate the preference of milk tea among consumers. The results showed that pearl size was the attribute most considered by consumers (29.137%), followed by sugar level (17.373%), the amount of ice (17.190%), the type of drink (13.421%), price (11.207%), and the least considered were cream cheese inclusion (9.525%) and the brands (2.147%). The findings of this study will be beneficial to milk tea firms about consumer preferences regarding the various attributes of milk tea. Finally, the result of this study could be applicable to different beverage-focused studies worldwide.

Indexed as

conjoint analysismarket analysismilk teatapioca pearls

Identifiers

PMID34203864
PMCPMC8232735

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.