Does Social Media Enhance Job Performance? Examining Internal Communication and Teamwork as Mediating Mechanisms
Abstract
:1. Introduction
2. Theoretical Background and Research Hypothesis
2.1. Theoretical Background
Use of Social Media and Job Performance
- Social Use: Faculty members can leverage social media to maintain and strengthen relationships with colleagues [11].
2.2. Direct Effect of Social Media Use on Job Performance (H1–H3)
2.3. Relationship between Social Media Use and Internal Communication (H4)
2.4. Relationship between Social Media Use and Teamwork (H5)
2.5. Mediating Effects (H6–H7)
2.5.1. Mediating Effect of Internal Communication
2.5.2. Mediating Effect of Teamwork
2.6. Mediators and Job Performance (H8–H10)
2.6.1. Internal Communication and Job Performance
2.6.2. Teamwork and Job Performance
2.6.3. Internal Communication and Teamwork
3. Research Methodology
3.1. Data Sampling and Collection
3.2. Measurement
4. Results
4.1. Sample Demographics
4.2. Measurement Model Evaluation
4.3. Validation of the Structural Model
5. Discussion
6. Theoretical and Practical Implication
7. Limitation and Future Research Direction
8. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Construct | Items | Source |
---|---|---|
Social Use of Social Media (SU) | Make new connections at work | [11] |
Get to know coworkers who have similar interests to me | ||
Learn about professional opportunities from colleagues on social media | ||
Connect with colleagues from different departments on social media | ||
Build relationships with mentors or potential collaborators on social media | ||
Hedonic Use of Social Media (HU) | Use social media to appreciate my pause at work | [111,112] |
Take a break from my job by browsing social media for entertainment | ||
Amuse myself on social media during my work breaks | ||
Relax at my workstation by using social media for lighthearted interaction or browsing | ||
Cognitive Use of Social Media (CU) | Share documents, presentations, or other work-related content with colleagues on social media | [109,110] |
Use social media to stay updated on information and resources shared by colleagues | ||
Collaborate with colleagues on creating content for work-related projects using social media | ||
Post questions or requests for information on social media to leverage colleagues’ expertise | ||
Use social media to identify and learn from best practices shared by colleagues | ||
Internal Communication (IC) | I use social media to communicate with my coworkers | [113] |
Social media is an effective tool for communicating within our organization | ||
Our organization’s social media policies support effective internal communication | ||
Social media has improved my ability to collaborate with colleagues | ||
Social media has increased my awareness of organizational events and news | ||
Teamwork (TW) | Team members use social media to openly share information and knowledge with each other | [61] |
Participants of the team use SM to keep each other informed about progress | ||
Members of the team work together to coordinate tasks and resources through social media | ||
Members of the team respect each other’s opinions and ideas on social media | ||
Innovative Job Performance (IJP) | Generate new and original ideas for improving work processes or products | [30] |
Champion creative ideas proposed by yourself or others | ||
Seek out unconventional approaches to solve problems | ||
Develop practical applications for creative ideas | ||
Provide unique solutions to challenges faced at work | ||
Routine Job Performance (RJP) | I consistently finish the tasks outlined in my job description | |
I consistently fulfill all of my job’s formal performance standards | ||
I prioritize completing tasks outlined in my job description | ||
I am able to meet all deadlines associated with my work responsibilities |
Measure | Item | Frequency | Percentage |
---|---|---|---|
Gender | Male | 253 | 55.5 |
Female | 203 | 44.5 | |
Marital Status | Single | 140 | 30.7 |
Married | 316 | 69.3 | |
Age | 21–30 | 68 | 14.9 |
31–40 | 208 | 45.6 | |
41–50 | 137 | 30.0 | |
50 and above | 43 | 9.4 | |
Designation | Assistant Professor | 231 | 50.7 |
Associate Professor | 181 | 39.7 | |
Professor | 44 | 9.6 | |
Experience | Less than 10 years 10–20 years More than 20 years | 242 176 38 | 53.07 38.5 8.3 |
N (456) |
Variables | Items | Factor Loadings | CR | AVE | CA |
---|---|---|---|---|---|
Social Use of Social Media | SU1 SU2 SU3 SU4 SU5 | 0.827 0.778 0.773 0.726 0.692 | 0.902 | 0.649 | 0.897 |
Hedonic Use of Social Media | HU1 HU2 HU3 HU4 | 0.826 0.816 0.807 0.726 | 0.910 | 0.717 | 0.908 |
Cognitive Use of Social Media | CU1 CU2 CU3 CU4 CU5 | 0.894 0.880 0.864 0.863 0.809 | 0.953 | 0.804 | 0.948 |
Internal Communication | IC1 IC2 IC3 IC4 IC5 | 0.870 0.855 0.821 0.820 0.808 | 0.943 | 0.770 | 0.941 |
Teamwork | TW1 TW2 TW3 TW4 | 0.816 0.811 0.781 0.715 | 0.910 | 0.717 | 0.905 |
Innovative Job Performance | IJP1 IJP2 IJP3 IJP4 IJP5 | 0.790 0.787 0.670 0.658 0.594 | 0.898 | 0.596 | 0.89 |
Routine Job Performance | RJP1 RJP2 RJP3 RJP4 | 0.786 0.780 0.772 0.728 | 0.842 | 0.572 | 0.838 |
IJP | SU | CU | HU | INC | TW | RJP | |
---|---|---|---|---|---|---|---|
IJP | 0.772 | ||||||
SU | 0.436 | 0.805 | |||||
CU | 0.296 | 0.513 | 0.897 | ||||
HU | 0.520 | 0.573 | 0.347 | 0.847 | |||
INC | 0.535 | 0.407 | 0.293 | 0.485 | 0.877 | ||
TW | 0.669 | 0.381 | 0.295 | 0.437 | 0.439 | 0.847 | |
RJP | 0.301 | 0.471 | 0.528 | 0.365 | 0.372 | 0.373 | 0.756 |
SU | CU | HU | INC | TW | IJP | RJP | |
---|---|---|---|---|---|---|---|
SU | |||||||
CU | 0.531 | ||||||
HU | 0.589 | 0.354 | |||||
INC | 0.412 | 0.303 | 0.497 | ||||
TW | 0.381 | 0.302 | 0.445 | 0.453 | |||
IJP | 0.463 | 0.304 | 0.531 | 0.536 | 0.689 | ||
RJP | 0.478 | 0.534 | 0.369 | 0.382 | 0.370 | 0.315 |
Path | Standardized Path Coefficients (β) | 95% Confidence Level (Lower Bound, Upper Bound) | Sig. Level | Hypothesis | Supported? |
---|---|---|---|---|---|
Total Effects | |||||
SU ---> IJP | 0.198 | (0.056, 0.34) | 0.008 | H1a (total) | Yes |
SU ---> RJP | 0.231 | (0.096, 0.352) | 0.002 | H1b (total) | Yes |
HU ---> IJP | 0.418 | (0.293, 0.533) | 0.001 | H2a (total) | Yes |
HU ---> RJP | 0.131 | (0.029, 0.25) | 0.014 | H2b (total) | Yes |
CU ---> IJP | 0.087 | (−0.009, 0.182) | 0.074 | H3a (total) | No |
CU ---> RJP | 0.416 | (0.296, 0.538) | 0.001 | H3b (total) | Yes |
Direct Effects | |||||
SU ---> IJP | 0.081 | (0.034, 0.198) | 0.191 | H1a (direct) | No |
SU ---> RJP | 0.186 | (0.054, 0.307) | 0.004 | H1b (direct) | Yes |
HU ---> IJP | 0.177 | (0.054, 0.3) | 0.006 | H2a (direct) | Yes |
HU ---> RJP | 0.037 | (0.08, 0.17) | 0.547 | H2b (direct) | No |
CU ---> IJP | 0.004 | (0.087, 0.093) | 0.934 | H3a (direct) | No |
CU ---> RJP | 0.385 | (0.262, 0.509) | 0.001 | H3b (direct) | Yes |
SU ---> INC | 0.177 | (0.058, 0.294) | 0.004 | H4a | Yes |
HU ---> INC | 0.384 | (0.258, 0.497) | 0.001 | H4b | Yes |
CU ---> INC | 0.103 | (−0.016, 0.194) | 0.02 | H4c | Yes |
SU ---> TW | 0.118 | (0.003, 0.233) | 0.057 | H5a | No |
HU ---> TW | 0.228 | (0.088, 0.359) | 0.002 | H5b | Yes |
CU ---> TW | 0.1 | (0.012, 0.2) | 0.03 | H5c | Yes |
INC ---> IJP | 0.217 | (0.116, 0.328) | 0.001 | H8a | Yes |
INC ---> RJP | 0.13 | (0.024, 0.231) | 0.016 | H8b | Yes |
TW ---> IJP | 0.478 | (0.353, 0.592) | 0.001 | H9a | Yes |
TW ---> RJP | 0.136 | (0.022, 0.24) | 0.025 | H9b | Yes |
INC ---> TW | 0.264 | (0.14, 0.364) | 0.002 | H10 | Yes |
Indirect Effects | |||||
SU ---> INC ---> IJP | 0.03 | (0.012, 0.064) | 0.002 | H6a1 | Yes (Full mediation) |
SU ---> INC ---> RJP | 0.023 | (0.005, 0.055) | 0.008 | H6a2 | Yes (Partial Mediation) |
HU ---> INC ---> IJP | 0.067 | (0.03, 0.114) | 0.001 | H6b1 | Yes (Partial Mediation) |
HU ---> INC ---> RJP | 0.05 | (0.011, 0.1) | 0.01 | H6b2 | Yes (Full mediation) |
CU ---> INC ---> IJP | 0.015 | (0.003, 0.033) | 0.014 | H6c1 | Yes (Full mediation) |
CU ---> INC ---> RJP | 0.011 | (0.002, 0.03) | 0.014 | H6c2 | Yes (Partial Mediation) |
SU ---> TW ---> IJP | 0.045 | (0.002, 0.096) | 0.043 | H7a1 | Yes (Partial Mediation) |
SU ---> TW ---> RJP | 0.016 | (0.001. 0.046) | 0.032 | H7a2 | Yes (Partial Mediation) |
HU ---> TW ---> IJP | 0.088 | (0.032, 0.166) | 0.001 | H7b1 | Yes (Partial Mediation) |
HU ---> TW ---> RJP | 0.031 | (0.006, 0.075) | 0.014 | H7b2 | Yes (Partial Mediation) |
CU ---> TW ---> IJP | 0.032 | (0.004, 0.067) | 0.029 | H7c1 | Yes (Partial Mediation) |
CU ---> TW ---> RJP | 0.011 | (0.002, 0.035) | 0.022 | H7c2 | Yes (Partial Mediation) |
Path | Standardized Path Coefficients (β) | 95% Confidence Level (Lower Bound, Upper Bound) | Sig. Level | Result |
---|---|---|---|---|
SU ---> INC ---> TW ---> IJP | 0.018 | (0.006, 0.037) | 0.002 | Significant |
SU ---> INC ---> TW ---> RJP | 0.006 | (0.001, 0.017) | 0.01 | Significant |
HU ---> INC ---> TW ---> IJP | 0.039 | (0.019, 0.066) | 0.001 | Significant |
HU ---> INC ---> TW ---> RJP | 0.014 | (0.003, 0.033) | 0.014 | Significant |
CU ---> INC ---> TW ---> IJP | 0.009 | (0.002, 0.019) | 0.014 | Significant |
CU ---> INC ---> TW ---> RJP | 0.003 | (0, 0.008) | 0.018 | Significant |
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Kumar, S.; Sohbaty, Z.; Jain, R.; Shafi, I.; Rupeika-Apoga, R. Does Social Media Enhance Job Performance? Examining Internal Communication and Teamwork as Mediating Mechanisms. Big Data Cogn. Comput. 2024, 8, 124. https://doi.org/10.3390/bdcc8100124
Kumar S, Sohbaty Z, Jain R, Shafi I, Rupeika-Apoga R. Does Social Media Enhance Job Performance? Examining Internal Communication and Teamwork as Mediating Mechanisms. Big Data and Cognitive Computing. 2024; 8(10):124. https://doi.org/10.3390/bdcc8100124
Chicago/Turabian StyleKumar, Satinder, Zohour Sohbaty, Ruchika Jain, Iqra Shafi, and Ramona Rupeika-Apoga. 2024. "Does Social Media Enhance Job Performance? Examining Internal Communication and Teamwork as Mediating Mechanisms" Big Data and Cognitive Computing 8, no. 10: 124. https://doi.org/10.3390/bdcc8100124
APA StyleKumar, S., Sohbaty, Z., Jain, R., Shafi, I., & Rupeika-Apoga, R. (2024). Does Social Media Enhance Job Performance? Examining Internal Communication and Teamwork as Mediating Mechanisms. Big Data and Cognitive Computing, 8(10), 124. https://doi.org/10.3390/bdcc8100124