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. 2021 Sep 27;174:121249. doi: 10.1016/j.techfore.2021.121249

Table. A 1.

Constructs, indicators and sources.

Construct Items Sources
Consumer pessimism (CP) CP1: I think that the prices of most products/services have increased continuously during COVID-19.
CP2: I believe that it is difficult for a household to deal with its current financial needs today.
CP3: I think that households will face problems in meeting their financial needs during the coming years.
(Chaniotakis et al., 2009)
Smartphone addiction (SA) SA1: Using my mobile phone is one of my daily activities.
SA2: If my mobile phone does not work, I really miss it.
SA3: My mobile phone is important in my life.
SA4: I cannot go for several days without using my mobile phone.
SA5: I would be lost without my mobile phone.
(Rodríguez-Torrico et al., 2020; Ruiz Mafé and Sanz Blas, 2006)
Psychological (PSY) PSY1: The fear of coming down with COVID-19 makes me very anxious.
PSY2: I am extremely afraid that someone in my family might become infected by the COVID-19.
PSY3: News about COVID-19-related deaths cause me great anxiety.
PSY4: Uncertainties surrounding COVID-19 cause me enormous anxiety.
PSY5: The pace that COVID-19 has spread causes me great panic.
PSY6: I argue passionately (or want to argue) with people I consider to be behaving irresponsibly in the face of COVID-19.
(Arpaci et al., 2020)
Psycho-somatic (SOM) SOM1: I experience serious stomach aches out of the fear of COVID-19.
SOM2: I experience serious chest pain out of the fear of COVID-19.
SOM3: I experience tremors due to the fear of COVID-19.
SOM4: I experience sleep problems out of the fear of COVID-19.
SOM5: COVID-19 makes me so tense that I find myself unable to do the things I previously had no problem doing.
(Arpaci et al., 2020)
Economic (ECO) ECO1: The possibility of a food supply shortage due to the COVID-19 pandemic causes me anxiety.
ECO2: The possibility of shortages in cleaning supplies due to the COVID-19 pandemic causes me anxiety.
ECO3: I stock food with the fear of COVID-19.
ECO4: Since the COVID-19 pandemic, I do not feel relaxed unless I constantly check on my supplies at home.
(Arpaci et al., 2020)
Social (SOC) SOC1: Since the COVID-19 pandemic, I feel extremely anxious when I see people coughing.
SOC2: Since the COVID-19 pandemic, I actively avoid people I see sneezing.
SOC3: Following the COVID-19 pandemic, I have noticed that I spend extensive periods of time cleaning my hands.
SOC4: The fear of coming down with COVID-19 seriously impedes my social relationships.
SOC5: I am unable to curb my anxiety of catching COVID-19 from others.
(Arpaci et al., 2020)
Social influence (SI) SI1: When I shop by this m-shopping app, most of the people important to me, regard me as clever.
SI2: When I shop by this m-shopping app, most of the people important to me, regard m-shopping as useful.
SI3: When I shop by this m-shopping app, most of the people important to me, regard m-shopping as valuable.
(Bauer et al., 2005; Prodanova et al., 2018)
Covid-19 news exposure (CNE) CNE: How much have you heard or learned about COVID-19 in the news? (By news we mean national, international, regional/local news and other topical events accessed via radio, TV, newspaper or online)? (Elhai et al., 2020)
Mobile shopping frequency (MSF) MSF: How would you describe the frequency of your m-shopping during the recommended isolation due to COVID-19? Self-developed