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This paper aims to illustrate the importance of the quality of Online Learning Physical Environment (OLPE) and Online Learning Self-efficacy (OLSE) in predicting academic performance in online learning, which was the primary mode of teaching during the outbreak of COVID-19 in Hong Kong. Policy recommendations were made based on the findings from a psychological perspective.

Responses from 104 Hong Kong undergraduate students were collected through a questionnaire survey. Data were analysed using multiple linear regression, simple linear regression, and Pearson correlation.

Despite the fact that OLSE showed no significant direct effect on academic performance in online learning, OLSE was positively correlated with and predictive of OLPE, while OLPE was positively correlated with and predictive of online learning performance. The findings indicated that undergraduate students from low-income families tended to have less superior academic performance, which was associated with poorer OLPE and OLSE.

The findings suggested that in order to alleviate learning inequality in online learning, policy makers may allocate funding to enhance OLPE and OLSE of undergraduate students from low-income families.

This study aims to investigate students’ satisfaction, self-efficacy and perceived competencies in a ‘technical writing and communication skills’ course after the switch of teaching the course from face to face to fully online during and after COVID-19. The study also measured the Achievement of Accreditation Board for Engineering and Technology course learning outcomes (CLOs).

A descriptive cross-sectional survey design approach was adopted in this study. Students were asked to respond to an online survey after completion of the course to measure the target parameters. The data of 250 respondents, analyzed with IBM SPSS Statistics 28, show high scores on all constructs.

Statistically significant differences among gender, field of study, grade point average (GPA) level, type of school attended and attainment of English proficiency certificate were detected for students in terms of their baseline perceived competencies, achievement of CLOs and self-efficacy scores. In addition, gender, field of study, GPA and holding an international English proficiency certificate had statistically significant effect, whereas the academic level and type of school were insignificant.

First, the data had been collected through survey only. A limitation of this method is that there could be survey fraud. Second, as some respondents found the survey long, their responses might have been less reliable. Moreover, as the survey was entirely conducted online, this may have caused limited sampling, because some respondents are less likely to have internet access/disconnection and respond to online surveys. Furthermore, this research had focused on studying the impact of an online course on university students’ achievement in a Jordanian university, this limits the generalizability of the result to students of other levels and classes, or ones studying in other universities or living in different countries.

Because of its impact on effective teaching and achievement, educators need to pay much attention to self-efficacy when designing new curricula for different environmental contexts. Furthermore, it is apparent that some courses, such as “technical writing” can be taught fully online without affecting students’ performance and achievement. Because educators always look for ways that make teaching effective, they may need to consider online platforms for teaching specific courses, hence save time, effort and resources.

A course on technical writing and communication skills offered to undergraduate engineering and information technology students at Princess Sumaya University for Technology was switched from face to face to fully online modality during the COVID-19 pandemic in the period 2020–2021. The effect of such massive and sudden transformation on students’ achievement and satisfaction called for immediate scrutiny of the prospect and expectancy of online learning.

The purpose of this study is to explore the role individual innovativeness along with e-learning self-efficacy play in predicting the e-learning readiness of first- and second-year students of an open and distance education institutions in an African context.

Therefore, building on previous related research in this area, a quantitative approach was adopted to address the research questions and to establish whether a statistically significant relationship existed between individual innovativeness, e-learning self-efficacy, the independent variables; and e-learning readiness, the dependent variable. In total, 476 first- and second-years students of the university participated in the four-Likert-type scale survey. The research instrument which comprises 74 survey items was completed by 217 of the students. Statistical tools used for analysing data included both Pearson Product Moment Correlation coefficients and t-tests.

It was discovered that a strong positive and significant relationship was observed between individual innovativeness and e-learning readiness of first- and second-year students of the Yenagoa Study Centre of the National Open University of Nigeria (NOUN); a statistically significant relationship was also found between e-learning self-efficacy scores and the e-learning readiness of the first- and second-year students of the Yenagoa Study Centre of NOUN; there was a statistically significant joint relationship between the three variables under investigation; findings equally revealed that male respondents had higher e-learning readiness than their female counterparts.

Like every other study of this nature, this one also suffers some limitations. First, NOUN is a very large university with over half a million students spread across almost 78 study centres. This means that observation from just one study centre amounts to a very small sample size. This according to Schweighofer, Weitlaner, Ebner and Rothe (2019) jeopardises the generalisability and validity of study results. The authors also maintain that empirical data generated from surveys that usually rely participants' abilities to read and select responses without further interpretation by the researchers suffer from cognitive biases like social desirability. To address the above limitations, detailed studies involving all studies centres of NOUN be undertaken and other qualitative and or mixed research methodologies be adopted in the future.

The implications for this study are that people who are innately innovative will willingly accept technology and by extension, learning in technology-rich environments like those found in like NOUN whose mode of study is blended learning inherently found in open and distance learning (ODL) institution. Therefore, this study is significant as it will provide relevant information to the management and administrators of NOUN, policymakers and regulatory institutions for the development, deployment and implementation of e-learning strategies. Findings will also benefit e-learning initiatives undertaken by similar institutions that adopt the ODL mode of education in Nigeria and other developing countries.

Even though, studies on the antecedents of e-learning readiness have been widely conducted across diverse contexts, studies exploring the associations between individual innovativeness, e-learning self-efficacy and e-learning readiness are relatively hard to come by. The above two variables as predicting the e-learning readiness in the study context are comparatively new. This study thus focuses on the relationships between the individual innovativeness levels, e-learning self-efficacy beliefs of students and their e-learning readiness which ultimately determines their ability to sustain studies in an ODL institution.