
Figure 1
The SMFOI23 question on perceived inclusion and participation in digital society.
Table 1
Descriptive characteristics of older participants in SMFOI23 with impairments (WI) (n = 441) and without impairments (WOI) (n = 883) by age categories and comparison between participants WI and WOI.
| WI 65–75 YEARS n = 236 | WOI 65–75 YEARS n = 522 | COMPARISON WI TO WOI BY AGE CATEGORY | WI ≥76 YEARS n = 205 | WOI ≥76 YEARS n = 361 | COMPARISON WI TO WOI BY AGE CATEGORY | |
|---|---|---|---|---|---|---|
| n(%) | n(%) | CHI2 | n(%) | n(%) | CHI2 | |
| Types of impairment | ||||||
| Language impairments | 34 (14) | 39 (19) | ||||
| Intellectual impairments | 16 (7) | 17 (8) | ||||
| Attention & memory | 51 (22) | 40 (20) | ||||
| Neurological & musculoskeletal | 96 (41) | 67 (33) | ||||
| Mental & emotional | 21 (9) | 19 (9) | ||||
| Blindness | 4 (2) | 5 (2) | ||||
| Visual impairments | 80 (34) | 102 (50) | ||||
| Deaf-blindness | 3 (1) | 1 (<1) | ||||
| Deafness | 21 (9) | 10 (5) | ||||
| Hearing impairments | 14 (6) | 15 (7) | ||||
| Other impairments | 30 (13) | 26 (13) | ||||
| Gender | n = 235a | n = 521a | p = 0.789 | n = 203a | n = 357a | p = 0.994 |
| Woman | 146 (62) | 317 (61) | 85 (42) | 149 (42) | ||
| Men | 88 (37) | 203 (39) | 117 (58) | 206 (58) | ||
| Other | 0 (0) | 0 (0) | 0 (0) | 0 (0) | ||
| I don’t want to answer | 1 (<1) | 1 (<1) | 1 (<1) | 2 (1) | ||
| Education (highest) | n = 236a | n = 518a | p = 0.048 | n = 203a | n = 358a | p = 0.134 |
| Compulsory school | 20 (8) | 50 (10) | 25 (12) | 53 (15) | ||
| Special education school | 4 (2) | 4 (1) | 2 (1) | 5 (1) | ||
| Upper secondary school | 54 (23) | 127 (24) | 39 (19) | 58 (16) | ||
| Vocational or Folk high school | 32 (14) | 100 (19) | 37 (18) | 84 (23) | ||
| University | 119 (50) | 233 (45) | 94 (46) | 135 (38) | ||
| Other/I don’t know | 7 (3) | 4 (1) | 6 (3) | 23 (6) | ||
| Monthly incomeb | n = 232a | n = 514a | p = 0.027 | n = 200a | n = 358a | p = 0.999 |
| Very low income | 3 (1) | 11 (2) | 3 (2) | 6 (2) | ||
| Low income | 38 (16) | 84 (16) | 25 (13) | 48 (13) | ||
| Lower-middle income | 89 (38) | 192 (37) | 88 (44) | 155 (43) | ||
| Higher-middle income | 58 (25) | 137 (27) | 48 (24) | 87 (24) | ||
| High income | 7 (3) | 41 (8) | 10 (5) | 17 (5) | ||
| I don’t want to answer | 37 (16) | 49 (10) | 26 (13) | 45 (13) | ||
| Cohabitant status | n = 234a | n = 521a | p = 0.001 | n = 199a | n = 358a | p = 0.124 |
| Living alone | 90 (38) | 140 (27) | 82 (41) | 124 (35) | ||
| Cohabiting | 144 (62) | 381 (73) | 117 (59) | 234 (65) | ||
| Support in daily life activities | n = 234a | n = 516a | p > 0.001 | n = 199a | n = 354a | p > 0.001 |
| Yes | 49 (21) | 6 (1) | 48 (24) | 21 (6) | ||
| No | 185 (79) | 510 (99) | 151 (76) | 333 (94) | ||
| Access to a smartphone | n = 230a | n = 517a | p = 0.001 | n = 196a | n = 348a | p = 0.015 |
| Yes | 212 (92) | 503 (97) | 165 (84) | 317 (91) | ||
| No | 18 (8) | 14 (3) | 31 (16) | 31 (9) | ||
| Access to a computer at home | n = 234a | n = 519a | p = 0.718 | n = 197a | n = 352a | p = 0.148 |
| Yes | 209 (89) | 468 (90) | 170 (86) | 318 (90) | ||
| No | 25 (11) | 51 (10) | 27 (14) | 34 (10) | ||
| Access to a tablet | n = 232a | n = 514a | p = 0.064 | n = 192a | n = 350a | p = 0.315 |
| Yes | 162 (70) | 323 (63) | 115 (60) | 194 (55) | ||
| No | 70 (30) | 191 (37) | 77 (40) | 156 (45) | ||
| Do you use the internet? | n = 236a | n = 522a | p = 0.565 | n = 205a | n = 361a | p = 0.008 |
| Yes | 231 (98) | 514 (98) | 181 (88) | 341 (94) | ||
| No | 5 (2) | 8 (2) | 24 (12) | 20 (6) | ||
| Do you usually ask someone for help to do things online? | n = 232a | n = 467a | p = 0.960 | n = 194a | n = 317a | p = 0.357 |
| Yes | 66 (28) | 132 (28) | 87 (45) | 129 (41) | ||
| No | 166 (72) | 335 (72) | 107 (55) | 188 (59) | ||
[i] a Number of participants responding to the question.
b Definition of income levels: Very low income = ≥9,999 Swedish Krona (SEK), Low income = 10,000–14,999 Swedish Krona (SEK), Lower-middle income = 15,000–24,999 Swedish Krona (SEK), Higher-middle income = 25,000–49,999 Swedish Krona (SEK), High income = ≥ 50,000 Swedish Krona (SEK).
Table 2
Results from the question with fixed-response options on feeling included in digital society by impairment status and age category and comparison between participants with impairments (WI) and without impairments (WOI).
| WI 65–75 YEARSN = 236 | WOI65–75 YEARSN = 522 | COMPARISON WI TO WOI BY AGE CATEGORY | WI ≥76 YEARSN = 205 | WOI≥76 YEARSN = 361 | COMPARISON WI TO WOIBY AGE CATEGORY | |
|---|---|---|---|---|---|---|
| n (%) | n (%) | CHI2 | n (%) | n (%) | CHI2 | |
| Do you feel included in the digital society? | n = 229a | n = 513a | p = 0.246 | n = 193a | n = 341a | p = 0.012 |
| Yes | 143 (62) | 346 (67) | 80 (41) | 176 (50) | ||
| To some extent | 73 (32) | 149 (29) | 87 (45) | 143 (42) | ||
| No | 13 (6) | 18 (4) | 26 (13) | 23 (7) |
[i] aNumber of participants responding to the question.
Table 3
Univariable binary logistic regression analyses examining the associations between age category, impairment status, and a group allocation combining age category and impairment status (independent variables) and feeling included in digital society (dependent variable).
| FEEL INCLUDED IN DIGITAL SOCIETY | DON’T FEEL INCLUDED IN DIGITAL SOCIETY | UNIVARIABLE LOGISTIC REGRESSION ANALYSES | |||
|---|---|---|---|---|---|
| n (%) | n (%) | OR | CI | P-VALUE | |
| Age categories | |||||
| 65–75 years | 489 (65.9) | 253 (34.1) | 1.00 | Ref. | |
| ≥76 years | 256 (47.8) | 279 (52.2) | 2.11 | 1.68–2.65 | <0.01 |
| Impairment status | |||||
| WOI | 522 (61.0) | 333 (39.0) | 1.00 | Ref. | |
| WI | 223 (52.8) | 199 (47.2) | 1.40 | 1.11–1.77 | <0.01 |
| Group allocation | |||||
| 65–75 years, WOI | 346 (67.5) | 167 (32.5) | 1.00 | Ref. | |
| ≥76 years, WOI | 176 (51.5) | 166 (48.5) | 1.95 | 1.48–2.59 | <0.01 |
| 65–75 years, WI | 143 (62.5) | 86 (37.5) | 1.25 | 0.90–1.72 | 0.19 |
| ≥76 years, WI | 80 (41.5) | 113 (58.5) | 2.93 | 2.09–4.13 | <0.01 |
[i] WI: with impairments, WOI: without impairments.
Table 4
Multivariable binary logistic regression analyses (n = 1175) examining the association between groups based on combining age category and impairment status, and feeling included in digital society (independent variables), and perceived difficulties in the use of digital systems and services (dependent variables).
| GROUPS BY AGE CATEGORY AND IMPAIRMENT STATUS | FEELING INCLUDED IN DIGITAL SOCIETY | ||||||
|---|---|---|---|---|---|---|---|
| 65–75 YEARS, WOI | ≥76 YEARS, WOI | 65–75 YEARS, WI | ≥76 YEARS, WI | INCLUDED | NOT INCLUDED, OR INCLUDED TO SOME EXTENT | ||
| Find it difficult to search for information | n (%) | 7 (1.5) | 15 (4.8) | 13 (6.0) | 16 (9.4) | 12 (1.7) | 39 (8.3) |
| OR | 1.00 | 2.77 | 4.09 | 5.17 | 1.00 | 4.58 | |
| CI | Ref. | 1.14–7.37 | 1.63–11.10 | 2.14–13.83 | Ref. | 2.42–9.31 | |
| p-value | 0.03 | <0.01 | <0.01 | <0.01 | |||
| Find it difficult to navigate on the internet, or to find the right web pages | n (%) | 42 (8.8) | 47 (15.1) | 33 (15.3) | 38 (22.3) | 31 (4.4) | 129 (27.6) |
| OR | 1.00 | 1.43 | 1.79 | 2.09 | 1.00 | 7.85 | |
| CI | Ref. | 0.90–2.28 | 1.06–3.00 | 1.25–3.48 | Ref. | 5.24–12.10 | |
| p-value | 0.13 | 0.03 | <0.01 | <0.01 | |||
| Find it difficult to use online services (e.g. fill in forms or buy/order things) | n (%) | 41 (8.6) | 41 (13.1) | 20 (9.3) | 38 (22.3) | 17 (2.4) | 123 (26.3) |
| OR | 1.00 | 1.18 | 0.96 | 2.04 | 1.00 | 13.59 | |
| CI | Ref. | 0.72–1.92 | 0.52–1.72 | 1.21–3.45 | Ref. | 8.25–23.81 | |
| p-value | 0.51 | 0.89 | <0.01 | <0.01 | |||
| Find it difficult to understand the content on webpages | n (%) | 15 (3.1) | 26 (8.3) | 11 (5.1) | 14 (8.2) | 14 (2.0) | 52 (11.1) |
| OR | 1.00 | 2.25 | 1.53 | 1.95 | 1.00 | 5.65 | |
| CI | Ref. | 1.17–4.48 | 0.67–3.42 | 0.90–4.23 | Ref. | 3.16–10.77 | |
| p-value | 0.02 | 0.30 | 0.09 | <0.01 | |||
| Find it difficult to handle passwords | n (%) | 53 (11.1) | 74 (23.7) | 36 (16.7) | 39 (22.9) | 62 (8.8) | 140 (30.0) |
| OR | 1.00 | 2.13 | 1.53 | 1.80 | 1.00 | 4.14 | |
| CI | Ref. | 1.43–3.18 | 0.95–2.45 | 1.11–2.88 | Ref. | 2.98–5.80 | |
| p-value | <0.01 | 0.08 | 0.01 | <0.01 | |||
| Experience difficulties with how web content or web pages are designed | n (%) | 15 (3.1) | 20 (6.4) | 32 (14.9) | 27 (15.9) | 26 (3.7) | 68 (16.6) |
| OR | 1.00 | 1.73 | 5.30 | 4.44 | 1.00 | 4.20 | |
| CI | Ref. | 0.87–3.53 | 2.82–10.39 | 2.29–8.88 | Ref. | 2.63–6.91 | |
| p-value | 0.12 | <0.01 | <0.01 | <0.01 | |||
[i] WI: with impairments, WOI: without impairments.
