Somya Agrawal

Dr. Somya Agrawal

Chaoyang University of Technology
orcid

Research Focus & Metrics

Academic Career Length

9Years (2018-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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23 October 2021 in Behavioral Sciences
Verified
Journal Article
Open access
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SASomya Agrawal
Somya Agrawal
SKShwetha M Krishna
Shwetha M Krishna
The current pandemic has modified how education, learning, and technology interact with one another inside universities. The usage of technology for instructional purposes raises the question of whether learning that happens in an online environment is as effective as traditional classroom models. Within this context, this study explores the psychological well-being of students during the COVID-19 pandemic, using an online cross-sectional survey. Data were collected from 246 university students currently studying at a private university in India. Hierarchical regression analysis and structural equation modelling were used to study the mediating effects between communication apprehension, perceived learning, and psychological well-being under the moderating effects of intention to use social media and psychological stress. Results show that higher intentions to use social media alleviated the negative effects of communication apprehension on perceived learning. Interestingly, it was also found that perceived learning had a significant positive relationship with psychological well-being when students experienced higher levels of psychological stress (eustress). Based on the technology acceptance model (TAM) and the transactional theory of stress and coping, we attempt to integrate the findings related to these theories, which can be considered distinct to previous studies. Implications, limitations, and future directions for research and practice have also been discussed.

13 April 2022 in Energy & Environment
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Journal Article
Closed access
Rishan AdhaRishan Adha
Rishan Adha
CHCheng-Yih Hong
Cheng-Yih Hong
SASomya Agrawal
Somya Agrawal
LLLi-Hua Li
Li-Hua Li
The global rise in energy consumption makes managing energy demands a priority. Here, the potential of Information and Communication Technology (ICT) in controlling energy consumption is still debated. Within this context, the main objective of the current study is to measure the impact of ICT, its potential benefit, and environmental factors on household electricity demand in Taiwan. A panel of data from 20 cities in Taiwan was collected during the period 2004–2018. We adopted PMG estimation and applied the DH-causality test for analysis. The estimation results show that ICT, carbon emissions, and climate change will drive household electricity demand in Taiwan in the long term. However, ICT has a higher potential to reduce electricity demand in the short-term period. In addition, the results of the causality test reveal a two-way interrelationship between ICT and electricity demand. Our study also found that climate change indirectly affects the use of electricity through household appliances. We also presented several policy implications at the end of this paper.

28 December 2024 in Administrative Sciences
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Journal Article
Open access
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SKShwetha M Krishna
Shwetha M Krishna
SASomya Agrawal
Somya Agrawal
Millennials and Gen Z now dominate the global workforce, each with distinct reward preferences influencing motivation and creativity. Understanding these distinctions is critical for improving employee retention and performance. This research aims to evaluate the efficacy of intrinsic and extrinsic rewards for both cohorts. The main goals are to determine reward preferences, examine the mediation effects of moral importance of work and learning attitudes, and assess their impact on creative performance. Using online survey, data were collected from 319 individuals in India and analysed using confirmatory factor analysis and structural equation modelling. Results show that while intrinsic rewards were not significantly related to the moral importance of work for either generation, extrinsic rewards were linked to moral importance only for Gen Z. Extrinsic rewards also had no significant impact on learning attitudes for Gen Z, but they did for millennials. Additionally, the moral importance of work was unrelated to creative performance for millennials, but it had a significant impact on Generation Z. By examining these dynamics, this study aims to provide insights into generational shifts in workplace values in the Indian context, highlighting implications for employee’s creative performance that align with each generation’s unique priorities and ethical considerations.

16 May 2019 in Sensors
Verified
Journal Article
Open access
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Chin-Feng LeeChin-Feng Lee
Chin-Feng Lee
JSJau-Ji Shen
Jau-Ji Shen
ZCZhao-Ru Chen
Zhao-Ru Chen
SASomya Agrawal
Somya Agrawal
Recently, sensor networks have emerged as a high-impact research area, and a number of high profile applications have been proposed. Although significant progress has already been made on securing basic network protocols, additional research is needed to produce techniques and methods for protecting canonical tasks in wireless sensor networks. In this paper, we propose an effective self-embedding authentication watermarking method for tampered location detection and image recovery. The proposed detection method is classified into block-wise and pixel-wise. In block-wise detection, if the size of the block is small, the false positive rate (FPR) will be low. In pixel-wise detection, when the tampered pixels are detected, only the corresponding pixel area is marked. Therefore, the FPR will be lower than that of the block-wise detection. The experimental results demonstrate that the proposed method was effective, and accurate tamper detection and high-quality recovery can be realized even in highly tampered images.

3 August 2023 in Behavioral Sciences
Verified
Journal Article
Open access
PDF file
SKShwetha M Krishna
Shwetha M Krishna
SASomya Agrawal
Somya Agrawal
Due to the advances in internet communications technology (ICT), the use of digital devices, such as laptops, tablets, or smartphones, in the educational setting has become very common among young people. A considerable body of research has shown that there are adverse effects of in-class internet usage, termed “cyberloafing” on students’ academic performance, making it a rising concern for scholars. Within this context, the present study examines cyberloafing as a multidimensional construct and studies the mediating effects of psychological wellbeing and social media learning between cyberloafing behaviour and cyberloafing activities of students. Using an online survey, data was collected from 240 undergraduate and graduate students at a private university in India. The data were analyzed using structural equation modelling and mediation analysis. The results indicate that cyberloafing behaviour negatively influences student’s psychological wellbeing, whereas psychological wellbeing is positively related to cyberloafing activities. It was also found that, on one hand, cyberloafing behaviour negatively influences social media learning, whereas social media learning did not have any effect on cyberloafing activities in students. This study highlights that it is crucial for educators and course instructors to incorporate appropriate practices and interventions to manage the misuse of the internet through cyberloafing in classrooms.

1 February 2021 in Journal of Physics: Conference Series
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Conference Paper
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SASomya Agrawal
Somya Agrawal
Due to the outbreak of coronavirus pandemic (COVID-19) in recent times, almost all countries have been affected in a drastic way, impacting delivery mode of education in world everywhere. Several schools, colleges and universities are under lockdown or have been forced to provide online education. To meet the existing challenges due to COVID-19, it has become highly critical that educational institutes become more efficient in virtual delivery of quality teaching services. In here, cloud computing provides an excellent platform for educators to improve their teaching practices and productivity. Cloud computing presents an ideal opportunity as it not only saves costs, but also power, due to the simultaneous usage of infrastructure by several stakeholders for the purposes of teaching, learning, and research. This is a short survey paper which explores the applicability of cloud computing within the context of educational settings. It also describes a few applications such as cloud rendering, gamification and collaborative e-learning technologies. In the end, a few challenges have also been presented.