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Table 1 Measurement items details

From: Do user-generated content and micro-celebrity posts encourage generation Z users to search online shopping behavior on social networking sites—the moderating role of sponsored ads

Constructs

Items

Statements

Sources

Social networking sites (SNS) considered here are Facebook, Instagram, and YouTube

User-Generated Content

UGC1

UGC2

UGC3

UGC4

UGC5

UGC helps me find product/service-related information when I need it

UGC reduces my effort to find product/service-related information

UGC increases the quality of product/service-related information

UGC helps me to compare the quality of product/service-related information

UGC leads me to expand my consideration set about product/service

Tsiakali [75]

Micro-Celebrity

MIC1

MIC2

MIC3

MIC4

MIC5

Micro-celebrities influence my behavior in purchasing online

I intend to give importance to micro-celebrity opinions while buying online

Micro-celebrity reviews are more reliable than company-controlled reviews

I would feel comfortable buying online based on micro-celebrity recommendation

I trust micro-celebrity who will not purposefully endorse a brand that will harm me

Djafarova and Rushworth [19]

Djafarova and Trofimenko [20]

Intention to Search

INS1

INS2

INS3

I think I will search for information about the posted product/ service

I think I will search for online reviews about the posted product/ service

I think I will compare the prices of the posted product/ service

Ajzen [2]

Wei and Lu [79]

Online Purchasing Behavior

OPB1

OPB2

OPB3

I have an outstanding possibility to consider buying recommended products of User-generated content (UGC) and micro-celebrity posts

Recently I have purchased recommended products from User-generated content (UGC) and micro-celebrity posts

I will recommend the products recommended in the User-generated content (UGC) and micro-celebrity posts to others

Yoo and Donthu [83]

Sponsored Ads

SA1

SA2

SA3

SA4

SA5

I usually click on the first of the sponsored ads

I usually click on the top result, whether an advertisement or an organic result

I usually scroll the page to skip the ads and click on the organic results

Sponsored ads motivate me to search more for the relevant information

Sponsored ads motivate me to purchase online

Logan et al. [52]

Van-Tien Dao, Nhat Hanh Le, Ming-Sung Cheng, and Chao Chen [77]