Figure 1.

Bank selection criteria
| No | Criteria | Criteria - abbreviation | Literature |
|---|---|---|---|
| 1 | recognisable brand | brand | Narteh & Owusu-Frimpong (2011), Saleh et al. (2013); Narteh & Braimah (2020) |
| 2 | reputation | reputation | Almossawi (2001), Devlin & Gerrard (2005), Arora & Kaur (2019) |
| 3 | friends/family recommendation | recommendation | Kennington et al. (1996), Almossawi (2001), Blankson et al. (2007) |
| 4 | cost of services | cost | Devlin & Gerrard (2005), Blankson et al. (2007), Amin (2008), Arora & Kaur (2019), |
| 5 | convenient bank's localisation | localisation | Boyd et al. (1994), Lee & Marlowe (2003), Amin (2008), Devlin & Gerrard (2004), Blankson et al. (2009), Jahiruddin & Haque (2009) |
| 6 | easy and friendly online and mobile banking | e-banking | Devlin & Gerrard (2005), Mohd Suki (2018), Butt et al. (2022) |
| 7 | others | others | Martenson (1985), Kennington et al. (1996) |
Comparison of bank selection between different age groups
| Bank choice criteria | <=25 (63) | 26–35 (114) | 36–45 (125) | |||||||
| n | p | r | n | p | r | n | p | r | ||
| brand | 18 | 0.286 | 5 | 35 | 0.307 | 5 | 35 | 0.280 | 4 | |
| reputation | 22 | 0.349 | 4 | 28 | 0.246 | 6 | 28 | 0.224 | 6 | |
| recommendation | 31 | 0.492 | 3 | 39 | 0.342 | 3 | 34 | 0.272 | 5 | |
| cost | 32 | 0.508 | 1 | 73 | 0.640 | 1 | 96 | 0.768 | 1 | |
| localisation | 18 | 0.286 | 5 | 38 | 0.333 | 4 | 51 | 0.408 | 3 | |
| e-banking | 32 | 0.508 | 1 | 66 | 0.579 | 2 | 76 | 0.608 | 2 | |
| Bank choice criteria | 46–55 (89) | 56–65 (80) | >=66 (44) | F | ||||||
| n | p | r | n | p | r | n | p | r | ||
| brand | 33 | 0.371 | 4 | 24 | 0.270 | 4 | 17 | 0.386 | 4 | 0.678 |
| reputation | 20 | 0.225 | 5 | 10 | 0.125 | 6 | 4 | 0.091 | 6 | 3.253** |
| recommendation | 18 | 0.202 | 6 | 15 | 0.188 | 5 | 5 | 0.114 | 5 | 6.303** |
| cost | 58 | 0.652 | 1 | 58 | 0.725 | 1 | 27 | 0.614 | 1 | 3.055** |
| localisation | 43 | 0.483 | 3 | 41 | 0.513 | 3 | 21 | 0.477 | 3 | 2.675** |
| e-banking | 51 | 0.573 | 2 | 49 | 0.613 | 2 | 23 | 0.523 | 2 | 0.535 |
j_ceej-2023-0014_apptab_001
| Correlation Matrix | |||||||
|---|---|---|---|---|---|---|---|
| brand | reputation | recommendation | cost | localisation | e-banking | ||
| Correlation | brand | 1.000 | 0.018 | −0.147 | −0.117 | −0.0133 | −0.147 |
| reputation | 0.018 | 1.000 | −0.020 | −0.068 | −0.183 | −0.177 | |
| recommendation | −0.147 | −0.020 | 1.000 | −0.220 | −0.075 | −0.166 | |
| cost | −0.117 | −0.068 | −0.220 | 1.000 | −0.189 | 0.239 | |
| localisation | −0.133 | −0.183 | −0.075 | −0.189 | 1.000 | −0.194 | |
| e-banking | −0.147 | −0.177 | −0.166 | 0.239 | −0.194 | 1.000 | |
| Sig. (1-tailed) | brand | 0.342 | <0.001 | 0.004 | 0.001 | <0.001 | |
| reputation | 0.342 | 0.327 | 0.061 | 0.000 | 0.000 | ||
| recommendation | 0.000 | 0.327 | 0.000 | 0.045 | 0.000 | ||
| cost | 0.004 | 0.061 | 0.000 | 0.000 | 0.000 | ||
| localisation | 0.001 | 0.000 | 0.045 | 0.000 | 0.000 | ||
| e-banking | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
Comparison of bank selection between men and women
| Bank choice criteria | Women (299) | Men (216) | z | ||||
|---|---|---|---|---|---|---|---|
| n | p | r | n | p | r | ||
| brand | 76 | 0.254 | 5 | 86 | 0.398 | 4 | −3.472** |
| reputation | 65 | 0.217 | 6 | 47 | 0.218 | 6 | −0.005 |
| recommendation | 94 | 0.314 | 4 | 48 | 0.222 | 5 | 2.309** |
| cost | 205 | 0.686 | 1 | 139 | 0.644 | 1 | 1.001 |
| localisation | 119 | 0.398 | 3 | 93 | 0.431 | 3 | −0.741 |
| e-banking | 172 | 0.575 | 2 | 125 | 0.579 | 2 | −0.078 |
Principal components analysis – all respondents
| Factor | Eigenvalue | % of total variance | % of cumulative variance | Factor loading |
|---|---|---|---|---|
| Factor 1 | 1.515 | 25.251 | 25.251 | |
| cost of services | 0.736 | |||
| e-banking | 0.765 | |||
| Factor 2 | 1.244 | 20.726 | 45.977 | |
| reputation | 0.679 | |||
| localisation | −0.815 | |||
| Factor 3 | 1.117 | 18.612 | 64.589 | |
| brand | −0.742 | |||
| recommendation | 0.763 |
j_ceej-2023-0014_apptab_002
| Communalities | ||
|---|---|---|
| Initial | Extraction | |
| brand | 1.000 | 0.688 |
| reputation | 1.000 | 0.527 |
| recommendation | 1.000 | 0.740 |
| cost | 1.000 | 0.550 |
| localisation | 1.000 | 0.775 |
| e-banking | 1.000 | 0.595 |
Comparison of bank selection between different education groups
| Bank choice criteria | Secondary (225) | Higher (241) | Vocational (39) | F | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| n | p | r | n | p | r | n | p | r | ||
| brand | 74 | 0.329 | 4 | 72 | 0.299 | 4 | 11 | 0.282 | 5 | 0.334 |
| reputation | 53 | 0.236 | 6 | 52 | 0.216 | 6 | 5 | 0.128 | 6 | 1.253 |
| recommendation | 60 | 0.267 | 5 | 64 | 0.266 | 5 | 13 | 0.333 | 4 | 0.399 |
| cost | 149 | 0.662 | 1 | 175 | 0.726 | 1 | 14 | 0.359 | 3 | 10.447** |
| localisation | 99 | 0.440 | 3 | 91 | 0.378 | 3 | 20 | 0.513 | 1 | 1.745 |
| e-banking | 129 | 0.573 | 2 | 141 | 0.585 | 2 | 20 | 0.513 | 1 | 0.159 |
Comparison of bank selection between different place of residence groups
| Bank choice criteria | Town below 50 thous. inhabitants (117) | Town of 50 to 150 thous. inhabitants (98) | City of 150 to 500 thous. inhabitants (106) | ||||||
| n | p | r | n | p | r | n | p | r | |
| brand | 43 | 0.368 | 4 | 32 | 0.327 | 4 | 25 | 0.236 | 6 |
| reputation | 17 | 0.145 | 6 | 17 | 0.173 | 6 | 31 | 0.292 | 5 |
| recommendation | 31 | 0.265 | 5 | 26 | 0.265 | 5 | 36 | 0.340 | 3 |
| cost | 72 | 0.615 | 1 | 70 | 0.714 | 1 | 79 | 0.745 | 1 |
| localisation | 58 | 0.496 | 3 | 45 | 0.459 | 3 | 36 | 0.340 | 3 |
| e-banking | 66 | 0.564 | 2 | 57 | 0.582 | 2 | 59 | 0.557 | 2 |
| Bank choice criteria | City above 500 thous. inhabitants (104) | Village (90) | F | ||||||
| n | p | r | n | p | r | ||||
| brand | 40 | 0.385 | 3 | 22 | 0.244 | 5 | 2.315 | ||
| reputation | 26 | 0.250 | 5 | 21 | 0.233 | 6 | 2.271 | ||
| recommendation | 24 | 0.231 | 6 | 25 | 0.278 | 4 | 0.841 | ||
| cost | 65 | 0.625 | 1 | 58 | 0.644 | 1 | 1.610 | ||
| localisation | 34 | 0.327 | 4 | 39 | 0.433 | 3 | 2.511** | ||
| e-banking | 64 | 0.615 | 2 | 51 | 0.567 | 2 | 0.234 | ||
Demographic profile of the respondents
| Category | Description | N | % | Category | Description | N | % |
|---|---|---|---|---|---|---|---|
| gender | women | 299 | 58.06 | occupation | unemployed | 36 | 6.99 |
| men | 216 | 41.94 | student | 28 | 5.44 | ||
| age | <=25 | 63 | 12.23 | working | 364 | 70.68 | |
| 26–35 | 114 | 22.14 | retired | 87 | 16.89 | ||
| 36–45 | 125 | 24.27 | place of residence | village | 90 | 17.48 | |
| 46–55 | 89 | 17.28 | town below 50,000 inhabitants | 117 | 22.72 | ||
| 56–65 | 80 | 15.53 | town of 50 to 15,000 inhabitants | 98 | 19.03 | ||
| >=66 | 44 | 8.54 | city of 150 to 500,000 inhabitants | 106 | 20.58 | ||
| education | primary | 10 | 1.94 | city above 500,000 inhabitants | 104 | 20.19 | |
| vocational | 39 | 7.57 | average net income per person* | less than 435 EUR | 125 | 24.27 | |
| secondary | 225 | 43.69 | 436–870 EUR | 287 | 55.73 | ||
| higher | 241 | 46.80 | 871–1,305 EUR | 70 | 13.59 | ||
| 1,306 EUR and more | 33 | 6.41 |
Bank selection factor – the whole sample
| Bank choice criteria | whole sample | F | ||
|---|---|---|---|---|
| n | p | r | ||
| brand | 162 | 0.315 | 4 | 75,738** |
| reputation | 112 | 0.217 | 6 | |
| recommendation | 142 | 0.276 | 5 | |
| cost | 344 | 0.668 | 1 | |
| localisation | 212 | 0.412 | 3 | |
| e-banking | 297 | 0.577 | 2 | |
Comparison of bank selection between different income groups
| Bank choice criteria | Less than 435 EUR (125) | 436–870 EUR (287) | 871 EUR - 1.305 EUR (70) | 1.306 EUR and more (33) | F | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| n | p | r | n | p | r | n | p | r | n | p | r | ||
| brand | 28 | 0.224 | 5 | 101 | 0.352 | 4 | 22 | 0.314 | 5 | 11 | 0.333 | 4 | 2.282 |
| reputation | 23 | 0.184 | 6 | 59 | 0.206 | 6 | 25 | 0.357 | 3 | 5 | 0.152 | 6 | 3.355** |
| recommendation | 38 | 0.304 | 4 | 75 | 0.261 | 5 | 19 | 0.271 | 6 | 10 | 0.303 | 5 | 0.304 |
| cost | 84 | 0.672 | 1 | 193 | 0.672 | 1 | 49 | 0.700 | 1 | 18 | 0.545 | 2 | 0.853 |
| localisation | 64 | 0.512 | 3 | 107 | 0.373 | 3 | 24 | 0.343 | 4 | 17 | 0.515 | 3 | 3.305** |
| e-banking | 65 | 0.520 | 2 | 177 | 0.617 | 2 | 36 | 0.514 | 5 | 19 | 0.576 | 1 | 1.543 |
Comparison of bank selection between different occupation groups
| Bank choice criteria | Unemployed (36) | Retired (87) | Working (364) | Student (28) | F | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| n | p | r | n | p | r | n | p | r | n | p | r | ||
| brand | 9 | 0.250 | 5 | 29 | 0.333 | 4 | 116 | 0.319 | 4 | 8 | 0.286 | 5 | 0.337 |
| reputation | 12 | 0.333 | 4 | 9 | 0.103 | 6 | 85 | 0.234 | 6 | 6 | 0.214 | 6 | 3.439** |
| recommendation | 13 | 0.361 | 3 | 17 | 0.195 | 5 | 103 | 0.283 | 5 | 9 | 0.321 | 4 | 0.357 |
| cost | 20 | 0.556 | 1 | 57 | 0.655 | 1 | 250 | 0.687 | 1 | 17 | 0.607 | 1 | 1.010 |
| localisation | 9 | 0.250 | 5 | 38 | 0.437 | 3 | 155 | 0.426 | 3 | 10 | 0.357 | 3 | 1.692 |
| e-banking | 18 | 0.500 | 2 | 48 | 0.552 | 2 | 214 | 0.588 | 2 | 17 | 0.607 | 1 | 0.460 |
