Table 1

Summary of current IoT research findings

StudyContextMethodologyThe significant IoT predictors
Choi and Kim (2016) SmartwatchesQuantitative research
  • Product characteristics

  • Product image

562 participants
Karahoca et al. (2018) IoT healthcareQuantitative research
  • Perceived advantage

  • Product image

  • Perceived ease of use

426 participants
Belanche, Casaló, and Flavián (2019) Robot-advisor servicesQuantitative research
  • Mass media

  • Subjective norms

  • Perceived usefulness

  • Product familiarity

765 participants
Aldossari and Sidorova (2020) Smart homesQuantitative research
  • Performance expectancy

  • Effort expectancy

  • Social influence

  • Hedonic motivation

  • Price value

  • Security risk

400 participants
Carlina and Kusumawati (2020) Smart gardenQuantitative research
353 participants
  • Optimism

  • Innovativeness

  • Perceived ease of use

  • Perceived usefulness

de Boer, Alexander, Deursen and Rompay (2020) IoT healthcareQualitative research
  • Product knowledge

  • Internet skills

100 participants
Lian et al. (2020) Smart lockersMixed research
  • Perceived usefulness

  • Perceived ease of use

  • Product function

  • Product convenience

262 participants
50 interviews
Tsourela and Nerantzaki (2020) IoT software applicationQuantitative research
  • Product appropriation

  • Perceived usefulness

  • Perceived ease of use

812 participants
Van (2020) IoT bankingQuantitative research
  • Innovative willpower

  • Perceived usefulness

  • Perceived ease of use

  • Product risk

290 participants
Arfi et al. (2021) IoT healthcareQualitative research
  • Cost of using IoT

68 participants
Negm (2022) IoT educationQuantitative research
  • Optimism

  • Discomfort

  • Insecurity

384 participants
Almomani et al. (2022) IoT healthcare
Smart-homes
Quantitative Review
  • Perceived ease of use

  • Perceived usefulness

  • Social influence

  • Privacy

  • Attitude

  • Compatibility

  • Cost

22 researches

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