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. 2022 Jan 14;8(1):e22113. doi: 10.2196/22113

Table 4.

Attitudes toward potential applications of the COVID-19 contact tracing app Coronalert in Belgium.

Questions and responses Total sample (N=1850) Nonusers of Coronalert (n=1201) Users of Coronalert (n=649) t test (df) P value Cohen d
Information and advice

Through a questionnaire that is integrated in the app that questions users about symptoms, you should be able to assess if you are infected with the coronavirus


Response score, mean (SD)a N/Ab 3.27 (1.12) 3.79 (1.12) –9.61 (1848)c <.001c 0.46c


Response, n (%)



Not agree 150 (8.1) 123 (10.2) 27 (4.2)





Rather disagree 159 (8.6) 93 (7.7) 66 (10.2)





Not agree/not disagree 620 (33.5) 495 (41.2) 125 (19.3)





Rather agree 544 (29.4) 317 (26.4) 227 (35.0)





Agree 377 (20.4) 173 (14.4) 204 (31.4)



Through the app, you should be able to be informed about how many individuals in your neighborhood are infected with the coronavirus


Response score, mean (SD) N/A 3.25 (1.14) 3.70 (1.24) –7.551 (1239) <.001 0.38


Response, n (%)



Not agree 186 (10.1) 122 (10.2) 64 (9.9)





Rather disagree 177 (9.6) 131 (10.9) 46 (7.1)





Not agree/not disagree 538 (29.1) 437 (36.4) 101 (15.6)





Rather agree 592 (32.0) 342 (28.5) 250 (38.5)





Agree 357 (19.3) 169 (14.1) 188 (29.0)



Through the app, you should be able to be informed that you visited a place where one or several persons were present who were infected with the coronavirus


Response score, mean (SD) N/A 3.55 (1.34) 4.21 (0.93) –13.62 (1565) <.001 0.54


Response, n (%)



Not agree 134 (7.2) 116 (9.7) 18 (2.8)





Rather disagree 54 (2.9) 37 (3.1) 17 (2.6)





Not agree/not disagree 443 (23.4) 366 (30.5) 67 (10.3)





Rather agree 693 (37.5) 440 (36.6) 253 (39.0)





Agree 536 (29.0) 242 (20.1) 294 (45.3)



Through the app, you should be able to receive advice on how you can better protect yourself against the coronavirus


Response score, mean (SD) N/A 3.38 (1.8) 3.92 (1.01) –10.03 (1418) <.001 0.37


Response, n (%)



Not agree 154 (8.3) 123 (10.2) 31 (4.8)





Rather disagree 115 (6.2) 83 (6.9) 32 (4.9)





Not agree/not disagree 577 (31.2) 449 (37.4) 128 (19.7)





Rather agree 534 (28.9) 311 (25.9) 223 (34.4)





Agree 470 (25.4) 235 (19.6) 235 (36.2)



Through the app, you should be able to receive general information on the spread of the coronavirus (eg, weekly averages of infections, hospitalizations, and deaths)


Response score, mean (SD) N/A 3.16 (1.33) 4.04 (1.13) –14.91 (1527) <.001 0.69


Response, n (%)



Not agree 254 (13.7) 226 (18.8) 28 (4.3)





Rather disagree 108 (5.8) 76 (6.3) 32 (4.9)





Not agree/not disagree 541 (29.2) 405 (33.7) 136 (21.0)





Rather agree 411 (22.2) 265 (22.1) 146 (22.5)





Agree 536 (29.0) 229 (19.1) 307 (47.3)



Through the app, you should be able to make an appointment to be tested for the coronavirus


Response score, mean (SD) N/A 3.47 (1.23) 4.20 (1.03) –13.33 (1579) <.001 0.64


Response, n (%)



Not agree 176 (9.5) 154 (12.8) 22 (3.4)





Rather disagree 90 (4.9) 62 (5.2) 28 (4.3)





Not agree/not disagree 416 (22.5) 342 (28.5) 74 (11.4)





Rather agree 553 (29.9) 351 (29.2) 202 (31.1)





Agree 615 (33.2) 292 (24.3) 323 (49.8)



Through the app, you should be able to get in contact with a health professional to ask advice related to the coronavirus


Response score, mean (SD) N/A 3.29 (1.30) 3.97 (1.19) –11.43 (1438) <.001 0.54


Response, n (%)



Not agree 230 (12.4) 190 (15.8) 40 (6.2)





Rather disagree 124 (6.7) 79 (6.6) 45 (6.9)





Not agree/not disagree 465 (25.1) 374 (31.1) 91 (14.0)





Rather agree 499 (27.0) 310 (25.8) 189 (29.1)





Agree 532 (28.8) 248 (20.6) 284 (43.8)


Control and access

Public authorities should be able to follow the whereabouts of people who are infected with the coronavirus


Response score, mean (SD) N/A 2.63 (1.36) 3.30 (1.56) –9.20 (1179) <.001 0.47


Response, n (%)



Not agree 533 (28.8) 388 (32.3) 145 (22.3)





Rather disagree 166 (9.0) 98 (8.2) 68 (10.5)





Not agree/not disagree 516 (27.9) 419 (34.9) 97 (14.9)





Rather agree 281 (15.2) 157 (13.1) 124 (19.1)





Agree 354 (19.1) 139 (11.6) 215 (33.1)



The organizer of an event should be able to require participants to show through the Coronalert app on their smartphone that they were not in contact with someone who is infected with the coronavirus


Response score, mean (SD) N/A 2.74 (1.33) 3.47 (1.43) –10.73 (1248) <.001 0.53


Response, n (%)



Not agree 427 (23.1) 332 (27.6) 95 (14.6)





Rather disagree 205 (11.1) 124 (10.3) 81 (12.5)





Not agree/not disagree 529 (28.6) 414 (34.5) 115 (17.7)





Rather agree 334 (18.1) 191 (15.9) 143 (22.0)





Agree 355 (19.2) 140 (11.7) 215 (33.1)



An employer should be able to require employees to show through the Coronalert app on their smartphone that they were not in contact with someone who is infected with the coronavirus


Response score, mean (SD) N/A 2.60 (1.32) 3.32 (1.45) –10.55 (1225) <.001 0.53


Response, n (%)



Not agree 499 (27.0) 382 (31.8) 117 (18.0)





Rather disagree 193 (10.4) 122 (10.2) 71 (10.9)





Not agree/not disagree 553 (29.9) 414 (34.5) 139 (21.4)





Rather agree 297 (16.1) 165 (13.7) 132 (20.3)





Agree 308 (16.6) 118 (9.8) 190 (29.3)



A school should be able to require students to show through the Coronalert app on their smartphone that they were not in contact with someone who is infected with the coronavirus


Response score, mean (SD) N/A 2.70 (1.37) 3.46 (1.43) –11.06 (1282) <.001 0.55


Response, n (%)



Not agree 461 (24.9) 366 (30.5) 95 (14.6)





Rather disagree 197 (10.6) 113 (9.4) 84 (12.9)





Not agree/not disagree 510 (27.6) 397 (33.1) 113 (17.4)





Rather agree 309 (16.7) 167 (13.9) 142 (21.9)





Agree 373 (20.2) 158 (13.2) 215 (33.1)


aMean scores were calculated for nonusers and users of the app separately.

bN/A: not applicable; mean scores were not calculated for the entire sample.

cThis value was calculated using the mean scores for users and nonusers of the app and not the frequencies of individual responses.