Developing student connectedness under remote learning using digital resources: A systematic review.

Online learning is negatively associated with student connectedness. Due to the COVID-19 pandemic, Higher Education (HE) institutions have pivoted to blended and online learning. Subsequently, HE institutions have seen a shift in student connectedness resulting in loneliness, isolation, social and psychological distance. Consequently, it is essential for teacher practitioners to respond with innovative digital learning resources that aim to develop student connectedness. The current systematic review aimed to explore the research question: what are the characteristics of effective digital teaching resources when the aim of the resource is to build student connectedness? This systematic literature review was conducted in line with published guidance for undertaking reviews (Centre for Reviews and Dissemination, 2009). Successively, 17 papers met the inclusion criteria and were analysed using a thematic synthesis approach. Results identified five key themes that are important when designing digital resources to build connectedness: usability; teacher interaction; immediacy; synchronicity; and community. The findings of this research are expected to provide a template to assist teacher practitioners in creating innovative digital resources that facilitate connectedness.

Introduction

Connectedness is defined as the perception of belonging (Lee & Robbins, 1995). Connectedness is achieved when an individual experiences a sense of social relationship and integration (Kuwabara et al., 2002). Feeling connected increases the likelihood of student health and wellbeing (Arslan, 2021), academic success (Wilson, 2018), and graduate prospects (Bridgstock et al., 2019). Hence, it can be inferred that feeling connected is an essential component of the student experience. Yet due to the global changes in teaching and learning as a response to the Covid-19 pandemic, student interaction in the learning process has been challenged. As a response to the Covid-19 pandemic, education institutions globally have seen a rise in remote, distance, and blended learning approaches (Aristovnik et al., 2020; Motala & Menon, 2020; Osman, 2020; Thistlethwaite et al., 2020). These digital teaching and learning approaches have become a substitute to in-person classroom settings. Subsequently, students have described feelings of psychological distance, loneliness, isolation, and disconnection from their peers and education institutions (Arslan, 2021). As a byproduct of disconnection, students have reported increased mental health problems (Aucejo et al., 2020; Elmer et al., 2020; Sahu, 2020), heightened anxiety around academic performance, and reduced academic self-efficacy (Alemany-Arrebola et al., 2020).

Arslan (2021) has identified that belongingness or connectedness can moderate the effects of isolation and loneliness. Therefore, connectedness is shown to encourage student psychological health and wellbeing. Connectedness acts as a protective factor against physical and psychological distance and from feelings of isolation and loneliness. However, due to Covid-19 social distancing guidelines, it is essential to encourage connectedness via alternative methods to traditional face-to-face interactions. The successful use of digital resources to maintain social presence and connection is paramount to ensure students feel a sense of control over their socialisation, learning, and assessment. It is therefore essential to ensure that information and communication technologies (ICT) promote social identity and social connection amongst student cohorts. Furthermore, ICT may offer the opportunity for increased avenues of connection through varied mediums i.e., use of smart phones, social networking sites, and topic-specific forums. For example, the use of smart phones for educational purposes has significantly predicted increased feelings of connectedness outside of the classroom involvement (Liu et al., 2016). In addition, increasing the diversity to which students can interact may heighten the likelihood of individuals experiencing connection (Wyn et al., 2005).

While online education has seen a rise in the use of technology platforms, literature now includes the topic of ''Zoom Fatigue''; referring to experiences of tiredness and anxiety regarding the use of virtual platforms (Wiederhold, 2020). Furthermore, virtual learning is also impacted by technology efficacy amongst students (Lai & Bower, 2020). Subsequently, Farid et al., (2018) explained that a poorly designed e-learning software is a catalyst for issues around effective learning and a poor design can impact student engagement (Czerkawski & Lyman, 2016). Poor design can be related to usability, functionality, security, reliability (Farid et al., 2018) and an effective pedagogical framework (Brereton et al., 2007). As connectedness relates to engagement and negatively correlates with attrition, learning providers have been encouraged to ensure digital teaching resources promote student connectedness in order to alleviate challenges that are associated with online learning during COVID-19 (Aguilera-Hermida, 2020). The purpose of this systematic review is to evaluate existing literature on the effectiveness of digital resources used in remote learning. It is anticipated that the findings of this systematic review can be adopted to facilitate the design of digital teaching methods that augment feelings of connectedness. To address the aim of exploring factors that promote connectedness under remote and blended learning, the following research question was devised: what are the characteristics of effective digital resource design when the aim of the resource is to build student connectedness? The following sub-questions were also considered to address the stated research aims: a) what factors contribute to connectedness in remote learning environments? b) what digital resources have been used to develop connectedness in remote learning environments? c) have digital resources been successful in developing connectedness in remote learning environments?

Method

Objectives of the review

This research aimed to explore factors that promote connectedness under digital learning approaches. To address this aim, a systematic review of literature was conducted using the following research question: what are the characteristics of effective digital resource design when the aim of the resource is to build student connectedness? The following sub-questions were also considered: a) what factors contribute to connectedness in remote learning environments? b) what digital resources have been used to develop connectedness in remote learning environments? c) have digital resources been successful in developing connectedness in remote learning environments?

Design

A systematic review was conducted between August and December 2020 in line with published guidance for undertaking reviews (Centre for Reviews and Dissemination, 2009). Table 1. presents a summary of the stages of the systematic review.

Table 1

Stages of the systematic review

Research Stage
Stage 1. Data Searching	Search terms were applied to databases in psychology, education, and technology disciplines
Stage 2. Data Screening	Inclusion criteria were applied to the returns from data searching. Titles and abstracts were screened followed by full papers. References lists of selected papers were screened for further returns
Stage 3. Quality Appraisal	Two researchers used the Standard Quality Assessment Criteria for Evaluating Primary Research Papers from a Variety of Fields (Kmet et al., 2004) to evaluate the quality of the selected papers
Stage 4. Data Extraction and Analysis	The sample of papers were analysed using a thematic synthesis technique where repeat findings were coded. Two researchers conducted the coding procedure
Stage 5. Data Synthesis and Presentation	A discursive narrative approach was used to present the findings of the thematic review of papers

Search Methods

The inclusion criteria for this systematic review (Box 1) were developed to incorporate the disciplines of psychology, education, and technology. Literature was acquired using the following databases: APA Psych net (Info and Articles), Pro Quest Psychology, Science Direct, Scopus, Directory of Open Access Journals, High Wire Press, Taylor & Francis, The Dart, EthOS and IEEE Explore. Databases were searched using combinations of the following terms: ‘'campus connectedness'' OR ''connectedness'' OR ''psychological connectedness'' OR ''student connectedness'' AND ''remote learning'' OR ''distance learning'' OR ''online learning'' OR ''e learning'' OR ''digital learning'' OR ''online education'' OR ''education'' OR ''digital device'' OR ''digital resources'' OR ''technology''.

Box 1. Inclusion criteria.

Search Outcomes

The initial paper identification search produced a total of 1,126 papers that met the inclusion criteria (after duplicates were removed). The PRISMA (Fig. 1.) study selection process was used to narrow the selection of papers based on the research aims and the inclusion criteria (Moher et al., 2009). A total of 17 articles remained after the study selection process was completed. Table 2 summaries the final sample of 17 papers included in the review.

Fig. 1

PRISMA flow chart on paper identification, screening, eligibility assessments and inclusion

Table 2

Overview of papers that met the inclusion criteria investigating the role of digital resources in increasing connectedness in remote learning

Author (Year)	Country	Sample size	Sample Type	Course	Learning Type	Methods	Data Collection	Digital Resources
Jamison and Bolliger (2020)	United States of America	106	Postgraduate students	Business	Remote, mixed	Quantitative Survey Design	Online Student Connectedness Survey	Online discussion boards, collaborative group projects
Bireda (2019)	Ethiopia	100	Postgraduate students	Various	Blended, mixed	Quantitative Survey Design	Doctoral Student Connectedness Scale	Email, video conferencing and Skype
Stone and Springer (2019)	Australia	151	Academic and professional staff in higher education	Various	Remote, part-time	Mixed Methods	Face-to-face, phone and video interviews	Instructional videos, interactive online lectures and activities, emails and formative quizzes
Budiman (2018)	Hong Kong	42	Mature students	English Language Writing Level 1	Blended, part-time	Quantitative Survey Design	15-item questionnaire	Skype
Mandernach et al. (2018)	United States of America	79	Undergraduate students	Introductory Pre-enrolment Course	Remote, full-time	Quantitative Survey Design	Student Course Engagement Questionnaire and Audio Lecture survey	Audio lectures
Martin et al. (2018)	United States of America	188	Undergraduate and postgraduate students	Various	Remote, mixed	Quantitative Survey Design	12-item questionnaire with two open-ended questions	Instructional videos, online discussion board, email, virtual office hours, interactive syllabus material and synchronous online lectures
Stone and Logan (2018)	Republic of Ireland	32	Postgraduate students	Masters in Special Educational Needs	Blended, full-time	Mixed Methods	Online surveys, face-to-face and online focus groups	WhatsApp
Pierson (2017)	United States of America	128	Undergraduate students	Various	On-campus, full-time	Quantitative Survey Design	In-video quiz questions and post-video questionnaire with connectedness subscale	Instructional videos
Laux et al. (2016)	United States of America	223	Undergraduate students	Various	Blended, mixed	Quantitative Survey Design	64-item questionnaire incorporating Collaborative Learning Scales, Campus Connectedness Scale, Sense of Community Scale and others	Blackboard Learn and online collaborative learning groups
Kuong (2015)	United States of America	4	Postgraduate students	Various	Remote, full-time	Mixed Methods	82-item questionnaire, interviews, observations of online interaction and email follow-ups	Online lectures, email, online discussion board
Ortega and Falconer (2015)	United Kingdom	28	Postgraduate students	MA Education in Virtual Worlds	Remote, full-time	Qualitative	Semi-structured one-to-one interviews, reflections in online journals, transcripts of course communication	Second Life (Virtual World Environment)
Lambrinidis (2014)	Australia	275	Undergraduate students	Online Pre-University Preparation Programme	Remote, part-time	Mixed Methods	Questionnaires and telephone interviews	Instructional videos, synchronous online lectures and discussion boards
Wheeler (2007)	United Kingdom	348	Mature students	Continual Professional Development	Blended, part-time	Quantitative Survey Design	Questionnaires: Approaches to Study Inventory, Student Support Inventory, Communication Mode Questionnaire	Email
van Tryon (2007)	United States of America	50	Postgraduate students	Various	Blended, full-time	Mixed Methods	E-mmediacy connectedness questionnaire	E-mmediacy Instructor's Guide
Zhao (2002)	United States of America	9	Postgraduate students and instructors	Various	Remote, full-time	Qualitative	Ethnographic interviews and observation	Interactive Television (ITV)
Lia-Hoagberg et al. (1999)	United States of America	369	Postgraduate students	MA Nursing	Blended, part-time	Quantitative Survey Design	20-item questionnaire	Interactive Television (ITV)
Stark and Warne (1999)	United Kingdom	70	Undergraduate students	BA (Hons) Practitioner Leadership	Blended, part-time	Qualitative	Focus groups and conversations	Email, course newsletter, online feedback proforma

Quality appraisal

Due to the heterogeneity of the papers selected for inclusion, the Standard Quality Assessment Criteria for Evaluating Primary Research Papers from a Variety of Fields (Kmet et al., 2004) was used to evaluate the quality of the sample of papers. Two authors independently rated each paper for inclusion. The authors selected a minimum threshold for inclusion of 0.65 for the average summary score. This threshold reflected a balance between the relatively conservative figure of 0.75 and the relatively liberal value of 0.55 (Kmet et al., 2004). Only one paper (Slagter van Tryon & Bishop, 2009) attained a score below the minimum threshold for inclusion (summary score: 0.50) and was excluded from the final sample. Table 3 provides a synopsis of the quality appraisal results for all papers.

Table 3

Quality appraisal of the sample of 17 papers

Author/s (date)	Average Summary Score
Jamison and Bolliger (2020)	0.93
Bireda (2019)	0.77
Stone and Springer (2019)	0.88
Budiman (2013)	0.70
Mandernach et al. (2018)	0.80
Martin et al. (2018)	0.91
Stone and Logan (2018)	0.85
Pierson (2017)	0.82
Laux et al. (2016)	0.80
Kuong (2015)	0.75
Ortega and Falconer (2015)	0.63
Lambrinidis (2014)	0.83
Wheeler (2007)	0.91
van Tryon (2007)	0.65
Zhao (2002)	0.68
Lia-Hoagberg et al. (1999)	0.89
Stark and Warne (1999)	0.85

Data abstraction and synthesis

Due to the heterogeneous nature of the articles included in the present review (i.e., correlation design, quantitative experimental studies, qualitative studies, literature reviews, and case studies) it was not possible to conduct a meta-analysis or further quantitative comparisons. Accordingly, the results were analysed using a thematic synthesis technique. Themes were developed using Braun and Clarke’s (2012) six step process for building themes. Using consensus coding, two researchers developed the themes and subthemes to present the research findings. The consensus approach offered validity of the findings and reduced the potential for researcher bias. Findings were presented using a discursive narrative approach. Both the analysis and data presentation technique offered a collective narrative thread from which themes could be derived (Thomas et al., 2012).

Results

Based on the final sample of papers (N = 17), this systematic review was able to identify five key factors that are shown to encourage connectedness when using digital teaching methods. Usability, teacher presence, immediacy, synchronicity, and community were the five components identified as being essential to encourage student feelings of connectedness (Fig. 2). Figure two presents each theme and corresponding subthemes. The researchers suggest that digital resources should incorporate all aspects of the model presented in figure two. A narration of each theme is provided.

Fig. 2

Five characteristics of effective digital resources to enhance connectedness

Theme one: Usability

Digital learning resources must have comprehensive IT support available to students to eliminate any accessibility issues and help foster connectedness (Slagter van Tryon & Bishop, 2009). Laux et al. (2016) identified that familiarity and ease of use was more likely to increase connectedness in a remote learning environment than unfamiliar, difficult-to-use digital resources. Budiman (2018) similarly found that familiarity with a digital resource increased connectedness. Specifically, the ability to access the resource from both laptops and mobile phones was an important usability factor. Due to participants’ familiarity with the technology, Ortega and Falconer (2015) found that embedding a virtual digital resource into the existing remote learning course was successful in increasing connectedness. Stone and Springer (2019) highlighted that accessibility issues with digital resources can act as a barrier to connectedness. They further concluded that an effective digital resource must be accessible to all students and easy to use. Kuong (2015) demonstrated the importance of functionality and highlighted that digital resources that utilise online discussion forums are user-friendly and allow additional convenience, flexibility, and time to reflect.

Theme two: Teacher interaction

Stone and Springer (2019) found that "teacher presence" increased connectedness. When teacher presence was a factor of the digital resource, students rated their perceptions of the remote learning environment as supportive, engaging, and inclusive. Stark and Warne (1999) showed that feelings of connectedness were impaired when student expectations of their relationship with the teacher were not met. Martin et al. (2018) identified that higher perceived professionalism of the teacher was associated with greater student connectedness. Although a positive correlation between student-to-teacher connectedness and student–student connectedness has been found (Bireda, 2019; Stone & Logan, 2018), a positive student–teacher relationship has been shown to encourage feelings of involvement and engagement and therefore feelings of connectedness (Mandernach et al., 2018). Of central importance is the approachability of the teacher and immediate feedback was valued highly by students (Stark & Warne, 1999). Students are more likely to feel connected to their course when their individual abilities are recognised by the teacher and when teachers engage in regular, meaningful communication (Stone & Springer, 2019).

Two recurring sub-themes emerged throughout the literature that explain the importance of student–teacher relationships when building connectedness in remote learning scenarios.

Subtheme: Teacher presence

Stark and Warne (1999) highlighted the importance of teacher familiarity for developing connectedness under remote learning conditions. Similarly, Pierson (2017) found that seeing the teacher’s face in an instructional video had a positive effect on students’ self-reported feelings of connectedness, satisfaction, and engagement with the remote learning course. Tailored course material and personalised teacher interaction were strongly linked with student perception of teacher presence and the development of connectedness (Mandernach et al., 2018). Individual differences in student preferences for teacher presence in remote learning have been identified, but many prefer active interaction and participation in discussion from their teacher as opposed to passive teaching (Jamison & Bolliger, 2020). Students reported feeling greater support with their course material and connection with their remote learning when there was a strong teacher presence (Wheeler, 2007). Stone and Springer (2019) highlight the importance of teacher presence in combination with regular and engaging course content in remote learning for student connectedness.

Subtheme: Teacher voice

Mandernach et al. (2018) found that personalised audio lectures featuring the teachers’ voice increased student connectedness and engagement with the course. Stark and Warne (1999) refer to the aspect of ''human touch'' for student connectedness in remote learning due to the limited face-to-face interaction in most courses. Lambrinidis (2014) identified that some students prefer hearing the teacher voice in instructional videos and synchronous online lectures as opposed to reading text-based messages in online discussion boards. Zhao (2002) found that students who reported audio difficulties with the digital resource and could not hear the teacher voice were less connected to their course and institution.

In the literature where teacher presence and voice were investigated simultaneously, Ortega and Falconer (2015) found that immersive virtual world technology helped create a sense of community and connectedness by recreating social interaction and communication. Here students were provided with personalised avatars within virtual environments both within course sessions and extracurricular activities. Lia-Hoagberg et al. (1999) demonstrated that the combination of teacher presence and voice in Interactive Television was linked with higher student connectedness with the teacher in a distance-learning site. Martin et al. (2018) found that video-based introductions led by the teacher at the start of the course were one of the highest-rated facilitation strategies to increase connectedness in remote learning.

Theme Three: Immediacy

Stark and Warne (1999) identified that immediate feedback to emails was one of the most important factors that increased students’ connectedness to their teacher. Wheeler (2007) identified that of three communication strategies, students reported highest levels of connectedness from email as opposed to telephone or face-to-face due to the immediacy of detailed feedback. van Tryon (2007) examined a number of “e-mmediacy” strategies and found that digital resources that facilitated immediate interaction between students and their peers, as well as students and teachers, were most effective in developing connectedness. van Tryon (2007) advised that teachers would need to play a proactive role in facilitating communication with students if the digital resource did not accommodate immediate responses. Jamison and Bolliger (2020) identified that delayed responses from teachers was one of the key factors for students who reported lower levels of connectedness. Martin et al. (2018) found that students rated timely response to questions and instructors' timely feedback on assignments and projects highest in developing connectedness.

A lack of responsiveness and immediate feedback in remote learning is associated with course dissatisfaction and unhappiness in students as well as increased levels of attrition (Bireda, 2019; Stone & Springer, 2019). When compared to responsive and available tutors, course satisfaction, happiness, and attrition increased (Stark & Warne, 1999). Students rate immediate responses as one of the most important factors when they experience a problem with their remote learning course with an increased level of motivation to continue to completion (Budiman, 2018). Immediate and tailored feedback via a digital resource is linked with increased student engagement and connectedness with their remote learning course, teacher and institution (Jamison & Bolliger, 2020; Martin et al., 2018).

Theme four: Synchronicity

Lambrinidis (2014) found that online lectures that are conducted in combination with on-campus lectures increased connectedness in remote learners. This synchronicity allowed real-time interaction with peers and live feedback from teachers, both of which students reported as essential for connectedness. Zhao (2002) found that any digital resource needs to aim to recreate the physical, on-campus experience as much as possible. When online lectures run alongside physical lectures, students developed a greater sense of self-report connectedness. Kuong (2015) demonstrated a lack of synchronicity and immediate feedback is linked with lower student self-reported confidence, self-efficacy, and student-to-student connectedness in remote learning. Further, students demonstrated a strong preference for synchronous face-to-face interaction in discussions. Synchronous course sessions are associated with student self-reported confidence in using a digital resource in remote learning. Confidence and therefore usability, are also shown to build connectedness (Budiman, 2018). Zhao (2002) demonstrated that difficulties with the administration and use of digital resources often resulted in asynchronous course sessions for students in remote learning which were linked with lower connectedness, disengagement, and a feeling of a loss of control.

Theme five: Community

Lambrinidis (2014) found that online lectures and discussion boards create a sense of community between distance learners and those studying on campus which is essential for connectedness. Zhao (2002) showed that digital resources develop connectedness in students over an extended period and is associated with an increasing sense of community. Jamison and Bolliger (2020) found that students reported a lack of sense of community in their remote learning courses as one of the key reasons for their lack of connectedness. Kuong (2015) also found that a lack of social connection and sense of community led to lower connectedness among remote learning students and suggested the need for a digital intervention. Laux et al. (2016) found that a digital intervention utilising collaborative learning groups helped develop a sense of community, which in turn increased connectedness and organisational commitment. Furthermore, developing a sense of community improved student turnover and reduced intention to dropout. A stronger sense of community is also associated with improved group collaboration and greater emotional support which is linked with increased student retention and satisfaction (Bireda, 2019).

Discussion

Collating research that explored the effectiveness of digital resources in developing connectedness, allowed researchers to create a model for innovative digital resource design. The model can be used to encourage student connectedness under distance, remote, and blended learning approaches. These findings reflect an international perspective and therefore can be deemed globally-relevant. It is suggested that to optimise connectedness amongst student populations, teacher practitioners develop digital resources in line with the current findings. The findings of this research highlighted that digital resources aid connectedness amongst students when usability, teacher presence, immediacy, synchronicity, and sense of community are incorporated. The researchers predict that connectedness will be optimised when the five themes are collectively incorporated into digital resource design.

The themes that emerged from the literature are telling of how connectedness is formed and maintained in remote learning. The literature explained how digital resources can enhance student connectedness in conjunction with these themes. Similarly, data also highlighted that connectedness can be implicated when digital teaching resources neglect to include the five factors. For example, immediacy is established in real life interaction via social cues and body language and online immediacy encourages feeling of connectedness. Online immediacy, such as instant feedback and timely responses on a chat group or email, replicates the social cues that are present in a real time interaction. Another example is that technology can also provide video or audio footage of tutors which emphasises teacher presence in real time scenarios. For example, Slagter van Tryon & Bishop (2009) outlined that role differentiation, norm development, and status assessments encouraged group cohesion, the development of a sense of community, and therefore feelings of connectedness. However, when a sense of immediacy, lack of teacher presence, and community are impounded, connectedness is reduced.

Literature collated as part of this systematic review highlighted the importance of considering individual differences in digital resource design (Jamison & Bolliger, 2020). Although the data presented general themes that are typically beneficial to developing connectedness amongst students, individual differences may act as an irregularity to increased feelings of connectedness under remote conditions. For example, individual differences between students in terms of motivation and commitment should be considered when reviewing experiences of connectedness in remote learning. A caveat of how connected students feel can be dependent on intrinsic motivation to engage, and therefore experience connectedness. Some students have little desire to be part of the learning community and do not require the feeling of connection to develop a positive student experience. In addition, some students may be unable to attend synchronous online lectures and group workshops due to other commitments such as childcare or other employment. Consequently, some student may prefer a more autonomous style of remote learning. As with teaching and learning strategies, differentiation and understanding the nature of the student cohort is an essential factor to consider when designing digital teaching resources. Future research should consider the implications of individual differences in feelings of connectedness under blended or remote learning conditions.

Limitations of the research

It is important for teacher practitioners to remain mindful of ambiguity within the literature in terms of how connectedness is framed. Connectedness is regarded by some as having a sense of community whereas others frame connectedness as a social or technological concern. The current review focused on psychological connectedness and adopted the operational definition presented by Lee and Robbins (1995). Therefore, the sample of papers included in the review reflected connectedness as framed by Lee and Robbins’ (1995) definition (or alluded to, without being explicit). Although, the conclusions of this research are based on a combination of large numbers of quantifiable data and rich qualitative findings that are reflective of the student experience, the theoretical perspective is restricted to only psychological connectedness.

Further, due to the methods of data collection i.e., a range of qualitative, quantitative and mixed-methods approaches, the researchers were unable to conduct comparative analysis of the quantitative studies. A series of connectedness scales were used in the research papers that adopted quantitative survey design, comparisons between these scales were unfeasible. Therefore, the researchers adopted a thematic synthesis technique where the data was presented using a discursive narrative approach.

Conclusions

Education has been impacted by COVID-19 on a global scale. Reports of higher levels of anxiety and stress in students has impacted concentration and commitment to academic work (Borelli et al., 2020). Additionally, increased anxiety has impacted student confidence and preparedness (Choi et al., 2020), and ultimately caused delay in academic work (Cao et al., 2020). Academic work has also been affected by poor study environments, which has inevitably reinforced stress and anxiety amongst students. However, by incorporating usability, teacher presence, immediacy, synchronicity, and sense of community into digital resource design could offer the opportunity for students to develop a feeling of connectedness and overcome issues of isolation.

International research papers written in English

Empirical research

Published and unpublished research evidence

Research papers that explore psychological connectedness as defined by Lee and Robbins (1995)

Research evidence that explores the link between digital teaching resources and connectedness outcomes amongst student populations