Background
Materials and methods
Study design and participants
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Adult orthodontic patients or parents/legal representatives of underage orthodontic patients;
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Respondents aged ≥ 18 years old;
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Ongoing or planned orthodontic treatment.
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Digital natives (DN): respondents born in 1985 or later;
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Digital immigrants (DI): respondents born before 1985.
Survey design
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“level of education”: the question was too generic, and the answers may not have been homogeneous/comparable because of the international distribution of the questionnaire;
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“hours spent watching TV (daily)”: not relevant;
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“Hours spent using electronic devices (i.e. videogames, mobile phones, tablets) (daily)”: not relevant.
Statistical analysis
Results
Variables | N | % | ||
---|---|---|---|---|
Countries | Italy | 478 | 48.5 | |
Saudi Arabia | 178 | 18.1 | ||
Finland | 105 | 10.6 | ||
North Carolina | 225 | 22.8 | ||
Question (1): Gender | Female | 674 | 68.4 | |
Male | 312 | 31.6 | ||
Question (1): Generation (age) | Digital immigrants | 454 | 46 | |
Digital natives | 532 | 54 | ||
Question (2): Online research prior to visit | No | 349 | 35.4 | |
Yes | 637 | 64.6 | ||
Question (3): Main platform | Google | No | 121 | 19.0 |
Yes | 516 | 81.0 | ||
Istagram | No | 609 | 95.6 | |
Yes | 28 | 4.4 | ||
Youtube | No | 594 | 93.2 | |
Yes | 43 | 6.8 | ||
Facebook | No | 611 | 95.6 | |
Yes | 26 | 4.1 | ||
others | No | 616 | 96.7 | |
Yes | 21 | 3.3 | ||
Question (4): Secondary platform | Google | No | 547 | 86.3 |
Yes | 87 | 13.7 | ||
Istagram | No | 594 | 60.2 | |
Yes | 40 | 4.1 | ||
Youtube | No | 545 | 86.0 | |
Yes | 89 | 14.0 | ||
Facebook | No | 594 | 93.7 | |
Yes | 40 | 6.3 | ||
others | No | 596 | 94.0 | |
Yes | 38 | 6.0 | ||
Question (5): Perceived usefulness of digital information | 1 | 23 | 3.6 | |
2 | 187 | 29.3 | ||
3 | 290 | 45.5 | ||
4 | 138 | 21.6 | ||
Question (6): Consistency between digital information and orthodontist’s opinion | 1 | 20 | 3.2 | |
2 | 201 | 32.1 | ||
3 | 297 | 47.4 | ||
4 | 109 | 17.4 | ||
Question (7): Perceived reliability of digital sources | 1 | 30 | 4.7 | |
2 | 296 | 46.5 | ||
3 | 246 | 38.6 | ||
4 | 65 | 10.2 | ||
Question (8): Decisional process in case of discrepancy between orthodontist’s opinion and digital information | A1 | 456 | 71.7 | |
B1 | 99 | 15.6 | ||
C1 | 80 | 12.6 | ||
D1 | 1 | 0.2 | ||
Age (mean 35.58; SD 13.763; median 33.00; min 18; max 72) |
Variables | Digital Generation | |||||
---|---|---|---|---|---|---|
Digital Immigrants | Digital Natives | |||||
N | % | N | % | P^ | ||
Question (2): Online research prior to visit | No | 218 | 48.0 | 131 | 24.6 | < 0.001 |
Yes | 236 | 52.0 | 401 | 75.4 | ||
Question (3): Main platform | Google | 193 | 81.8 | 323 | 80.5 | 0.702 |
Istagram | 6 | 2.5 | 22 | 5.5 | 0.080^^ | |
Youtube | 2 | 0.8 | 41 | 10.2 | < 0.001^^ | |
Facebook | 23 | 9.7 | 3 | 0.7 | < 0.001^^ | |
others | 12 | 5.1 | 9 | 2.3 | 0.055^^ | |
Question (4): Secondary platform | Google | 15 | 6.4 | 72 | 18.1 | < 0.001 |
Istagram | 4 | 1.7 | 36 | 9.0 | < 0.001^^ | |
Youtube | 14 | 5.9 | 75 | 18.8 | < 0.001^^ | |
Facebook | 22 | 9.3 | 18 | 4.5 | 0.016^^ | |
others | 19 | 8.1 | 19 | 4.8 | 0.093^^ | |
Question (5): Perceived usefulness | 1 + 2 (Unsatisfied) | 85 | 35.9 | 125 | 31.2 | 0.223 |
3 + 4 (Satisfied) | 152 | 64.1 | 276 | 68.8 | ||
Question (6): Consistency | 1 | 6 | 2.6 | 14 | 3.6 | 0.227 |
2 | 73 | 31.3 | 128 | 32.5 | ||
3 | 121 | 51.9 | 176 | 44.7 | ||
4 | 33 | 14.2 | 76 | 19.3 | ||
Question (7) Perceived reliability of digital sources | 1 | 4a | 1.7 | 26a | 6.5 | 0.007 |
2 | 105 | 44.5 | 191 | 47.6 | ||
3 | 106 | 44.9 | 140 | 34.9 | ||
4 | 21 | 8.9 | 44 | 11.0 | ||
Question (8) Decisional process | A* | 163 | 68.8 | 293 | 73.4 | 0.095 |
B* | 35 | 14.8 | 64 | 16.0 | ||
C + D* | 39 | 16.5 | 42 | 10.5 |
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78.6% of the surveyed men would trust their orthodontist, whereas approximately 1/3 of the surveyed women would either propose the treatment found online, get a second opinion or refuse the treatment option given by their orthodontist. The differences observed between genders are statistically significant (p < 0.05), but considering the post-hoc analysis it was not confirmed;
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A significant correlation was observed between decisional processes and the level of satisfaction reached with patient-driven digital research (p = 0.002). The post Hoc analysis highlighted that the unsatisfied group had a significant high percentage in answering A (“I would rely on the orthodontist’s knowledge and expertise”) and B (“I would propose the treatment found online to the orthodontist”). 80% of patients who were not satisfied with their Internet searches relied on the clinician’s judgement, whereas, among those who believed online information to be “quite useful” or “highly useful”, 18% would propose treatment options that emerged from the digital search to the orthodontist. 14% would either consult another orthodontist or refuse to be treated.
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The perceived consistency between digital information and the orthodontists’ opinion did not show any influence on patients’ decisional processes (p = 0.209);
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The perceived reliability of digital sources greatly impacted patients’ decisional processes (p < 0.001). 78.8% of those who judged online sources as “not reliable at all” or “little reliable” chose to rely on the orthodontists expertise; conversely, among those who judged online sources as “quite reliable” or “highly reliable”, more than 1 in 3 would either propose the treatment found online, consult another doctor or refuse the cures.
Variables | Question (8) Decisional process in case of discrepancy between orthodontist’s opinion and digital information | ||||||||
---|---|---|---|---|---|---|---|---|---|
A* | B* | C*+D* | |||||||
N | % row % column | N | % row % column | N | % row % column | P^ | |||
Question (1) Gender | Male | 147 | 78.6 | 20 | 10.7 | 20 | 10.7 | 100.0% | 0.036 |
32.2 | 20.2 | 24.7 | |||||||
Female | 309 | 68.8 | 79 | 17.6 | 61 | 13.6 | 100.0% | ||
67.8 | 79.8 | 75.3 | |||||||
Country | Italy | 219 | 68.2 | 64 | 19.9 | 38 | 11.8 | 100.0% | Linear-by-Linear Association 0.447 |
48.0 | 64.6 | 46.9 | |||||||
Saudi Arabia | 114 | 78.6 | 15 | 10.3 | 16 | 11.0 | 100.0% | ||
25.0 | 15.2 | 19.8 | |||||||
Finland | 36 | 100.0 | 0 | 0 | 0 | 0 | 100.0% | ||
7.9 | 0 | 0 | |||||||
North Carolina | 87 | 64.9 | 20 | 14.9 | 27 | 20.1 | 100.0% | ||
19.1 | 20.2 | 33.3 | |||||||
Question (2) | Google | 375 | 73.0 | 77 | 15.0 | 62 | 12.1 | 100.0% | 0.393 |
82.2 | 78.6 | 76.5 | |||||||
Other | 81 | 66.9 | 21 | 17.4 | 19 | 15.7 | 100.0% | ||
17.8 | 21.4 | 23.5 | |||||||
Question (5): Perceived usefulness | Unsatisfied | 169a | 80.5 | 20 a | 9.5 | 21 | 10.0 | 100.0% | 0.002 |
37.1 | 20.4 | 25.9 | |||||||
Satisfied | 287a | 67.5 | 78 a | 18.4 | 60 | 14.1 | 100.0% | ||
62.9 | 79.6 | 74.1 | |||||||
Question (6): Consistency | Inconsistent | 163 | 74.4 | 35 | 16.0 | 21 | 9.6 | 100.0% | 0.209 |
36.5 | 35.7 | 26.3 | |||||||
Consistent | 284 | 70.0 | 63 | 15.5 | 59 | 14.5 | 100.0% | ||
63.5 | 64.3 | 73.8 | |||||||
Question (7) Perceived reliability of digital sources | Unreliable | 257a | 78.8 | 35 a | 10.7 | 34 | 10.4 | 100.0% | < 0.001 |
56.4 | 35.7 | 42.0 | |||||||
Reliable | 199a | 64.4 | 63 a | 20.4 | 47 | 15.2 | 100.0% | ||
43.6 | 64.3 | 58.0 |