1 Introduction
2 Related Work
3 Research Method
3.1 Sample
Rank | Journal/Conference | Count |
---|---|---|
1 | Computers in Human Behaviour | 10 |
2 | Americas Conference on Information Systems (AMCIS) | 9 |
3 | European Conference on Information Systems (ECIS) | 6 |
4 | Pacific Asia Conference on Information Systems (PACIS) | 5 |
5 | Hawaii International Conference on System Sciences (HICSS) | 4 |
6 | Industrial Management and Data Systems | 4 |
7 | International Conference on Information Systems (ICIS) | 4 |
8 | Journal of Retailing and Consumer Services | 3 |
9 | International Journal of Hospitality Management | 3 |
10 | Cogent Business & Management | 2 |
11 | Computers and Education | 2 |
12 | Conference on e-Business, e-Services and e-Society | 2 |
13 | Information Systems Frontiers | 2 |
14 | International Journal of Information Management | 2 |
15 | Journal of Air Transport Management | 2 |
16 | Journal of Computer Information Systems | 2 |
17 | Journal of Theoretical and Applied Information Technology | 2 |
18 | Portland International Conference on Management of Engineering and Technology | 2 |
19 | Psychology and Marketing | 2 |
20 | Telematics and Informatics | 2 |
Others | 77 |
3.2 Coding
3.3 Analysis
Sl. No | Path relationship without moderator | Sl. No | Path relationship with moderator | |
---|---|---|---|---|
I.V.➔D.V. | I.V.➔D.V. | Moderator | ||
1 | PE → BI | 1 | PE → BI | Age |
2 | Gender | |||
2 | EE → BI | 3 | EE → BI | Age |
4 | Gender | |||
5 | Experience | |||
3 | SI → BI | 6 | SI → BI | Age |
7 | Gender | |||
8 | Experience | |||
4 | FC → BI | 9 | FC → BI | Age |
10 | Gender | |||
11 | Experience | |||
5 | HM → BI | 12 | HM → BI | Age |
13 | Gender | |||
14 | Experience | |||
6 | PV → BI | 15 | PV → BI | Age |
16 | Gender | |||
7 | HA → BI | 17 | HA → BI | Age |
18 | Gender | |||
19 | Experience | |||
8 | FC → UB | 20 | FC → UB | Age |
21 | Experience | |||
9 | HA → UB | 22 | HA → UB | Age |
23 | Gender | |||
24 | Experience | |||
10 | BI→UB | 25 | BI→UB | Experience |
4 Findings
PE | EE | SI | FC | HM | PV | HA | BI | UB | |
---|---|---|---|---|---|---|---|---|---|
Average Reliability | 0.895 | 0.899 | 0.883 | 0.837 | 0.888 | 0.895 | 0.890 | 0.896 | 0.840 |
Minimum | 0.749 | 0.799 | 0.710 | 0.630 | 0.736 | 0.799 | 0.737 | 0.698 | 0.690 |
Maximum | 0.972 | 0.980 | 0.989 | 0.970 | 0.980 | 0.980 | 0.970 | 0.980 | 0.940 |
Variance | 0.0029 | 0.0019 | 0.0042 | 0.0044 | 0.0040 | 0.0026 | 0.0041 | 0.0042 | 0.0071 |
Number of Samples | 56 | 53 | 45 | 33 | 36 | 19 | 18 | 56 | 10 |
Correlation Type | # | T.S.S. | p(ES) | 95% L(r) | 95% H(r) | UTAUT2 (r) | UTAUT2(r) Rank | Meta(r) | Meta (r) Rank |
---|---|---|---|---|---|---|---|---|---|
HA↔BI | 17 | 7873 | 0.000 | 0.541 | 0.714 | 0.40 | 5 | 0.635 | 1 |
PE↔BI | 55 | 21,990 | 0.000 | 0.561 | 0.664 | 0.44 | 3 | 0.615 | 2 |
HM↔BI | 35 | 13,700 | 0.000 | 0.516 | 0.638 | 0.37 | 6 | 0.58 | 3 |
BI↔UB | 19 | 8158 | 0.000 | 0.468 | 0.651 | 0.42 | 4 | 0.566 | 4 |
PV↔BI | 20 | 5891 | 0.000 | 0.416 | 0.64 | 0.29 | 9 | 0.537 | 5 |
FC↔BI | 34 | 14,238 | 0.000 | 0.465 | 0.595 | 0.46 | 2 | 0.533 | 6 |
HA↔UB | 13 | 6820 | 0.000 | 0.317 | 0.658 | 0.49 | 1 | 0.507 | 7 |
SI↔BI | 46 | 19,595 | 0.000 | 0.410 | 0.574 | 0.28 | 10 | 0.496 | 8 |
EE↔BI | 52 | 21,448 | 0.000 | 0.437 | 0.524 | 0.29 | 8 | 0.481 | 9 |
FC↔UB | 17 | 8468 | 0.000 | 0.320 | 0.473 | 0.30 | 7 | 0.399 | 10 |
4.1 Reliability of UTAUT2 Constructs
4.2 Meta-Analysis of UTAUT2 Correlations
4.3 Meta-Analysis of UTAUT2 Path Coefficients
Path Relationship | # | T.S.S. | p (ES) | UTAUT2 (β) | UTAUT2 (β) Rank | Meta (β) | Meta(β) Rank | Sig (β) | Non-Sig (β) |
---|---|---|---|---|---|---|---|---|---|
BI→UB | 21 | 9436 | 0.000 | 0.33 | 1 | 0.380 | 1 | 21 | 0 |
HA → BI | 18 | 8501 | 0.000 | 0.32 | 2 | 0.276 | 2 | 15 | 3 |
HA → UB | 13 | 6820 | 0.000 | 0.24 | 3 | 0.273 | 3 | 11 | 2 |
PE → BI | 50 | 20,879 | 0.000 | 0.21 | 5 | 0.253 | 4 | 45 | 5 |
HM → BI | 33 | 13,036 | 0.000 | 0.23 | 4 | 0.246 | 5 | 29 | 4 |
FC → UB | 15 | 7878 | 0.001 | 0.15 | 8 | 0.181 | 6 | 13 | 2 |
FC → BI | 31 | 12,707 | 0.000 | 0.16 | 6 | 0.153 | 7 | 21 | 10 |
SI → BI | 45 | 18,856 | 0.000 | 0.14 | 9 | 0.138 | 8 | 31 | 14 |
PV → BI | 20 | 5891 | 0.012 | 0.14 | 9 | 0.125 | 9 | 10 | 10 |
EE → BI | 46 | 18,948 | 0.000 | 0.16 | 6 | 0.102 | 10 | 26 | 20 |