| Literature DB >> 29362206 |
Jonas Fynboe Ebert1, Linda Huibers1, Bo Christensen2, Morten Bondo Christensen1.
Abstract
BACKGROUND: Paper questionnaires have traditionally been the first choice for data collection in research. However, declining response rates over the past decade have increased the risk of selection bias in cross-sectional studies. The growing use of the Internet offers new ways of collecting data, but trials using Web-based questionnaires have so far seen mixed results. A secure, online digital mailbox (e-Boks) linked to a civil registration number became mandatory for all Danish citizens in 2014 (exemption granted only in extraordinary cases). Approximately 89% of the Danish population have a digital mailbox, which is used for correspondence with public authorities.Entities:
Keywords: Web-based questionnaire; completeness of data; digital post; digital survey invitation; financial costs; missing values; questionnaire study; response rate; selection bias
Mesh:
Year: 2018 PMID: 29362206 PMCID: PMC5801515 DOI: 10.2196/jmir.8353
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Figure 1Flowchart of invitation methods and distribution of response methods. Percentages in brackets describe the distribution in the study.
Figure 2Flowchart of participants and percentage with digital mailbox. The bottom box states the percentage of the age group with access to the digital mailbox (E-boks).
Background data for respondents versus nonrespondents, including age, gender, family income, immigrant status, education, and job status (N=7182).
| Background data | Invitation method and age range (years) | |||||||
| Digital | Paper | |||||||
| 0-4 | 30-39 | 50-59 | 0-4 | 30-39 | 50-59 | |||
| n | 495 | 277 | 531 | 572 | 429 | 652 | ||
| 33.3a (32.9, 33.7) | 34.5 (34.2, 34.9) | 54.5 (54.2, 54.7) | 34a,b (33.6, 34.4) | 34.7 (34.4, 35.0) | 54.2 (54.0, 54.5) | |||
| 0.2b (–0.2, 0.6) | 39.7a (33.9, 45.5) | 43.9a (39.6, 48.1) | 50.4b (46.2, 54.5) | 37.9a (33.3, 42.5) | 45.1a (41.3, 49.0) | |||
| Family income (€), mean (95% CI) | 34,193 (32,863, 35,523) | 35,804a (34,183, 37,424) | 46,368a (43,892, 48,844) | 35,546a (34,426, 36,666) | 35,280a (33,066, 37,494) | 44,467a (42,022, 46,912) | ||
| Immigrant status (Danish), % (95% CI) | 92.2 (89.8, 94.5) | 89.5 (85.9, 93.1) | 95.9 (94.2, 97.6) | 90.0a (87.5, 92.4) | 89.9a (87.1, 92.8) | 95.0a (92.7, 96.2) | ||
| <10 | 7.3a (5.2, 9.9) | 8.7a (5.8, 12.7) | 16.8a,b (13.8, 20.3) | 8.1a (6.1, 10.7) | 8.5a (6.2, 11.7) | 20.2a,b (17.3, 23.5) | ||
| 10, 15 | 30.6a (26.7, 34.9) | 33.1a (27.7, 39.0) | 44.5a,b (40.2, 48.8) | 30.4a (26.7, 34.4) | 36.3a (31.8, 41.1) | 49.0a,b (45.2, 52.8) | ||
| >15 | 62.1a (57.7, 66.3) | 58.3a (52.2, 64.1) | 38.7a,b (34.6, 43.0) | 61.5a (57.3, 65.5) | 55.1a (50.3, 59.9) | 30.8a,b (27.4, 34.5) | ||
| Job status (employed), % (95% CI) | 80.1a (76.6, 83.6) | 84.1a (79.7, 88.4) | 82.5a,b (79.2, 85.7) | 78.3a (75.0, 81.8) | 81.8a (78.2, 85.5) | 87.5a,b (84.9, 90.0) | ||
| n | 698 | 918 | 669 | 626 | 769 | 546 | ||
| Age (years), mean (95% CI) | 32.2a (31.7, 32.6) | 34.3 34.1, 34.5) | 54.2 (54.0, 54.4) | 32.3a (31.8, 32.7) | 34.8b (34.6, 35.0) | 54.2 (54.0, 54.5) | ||
| Gender (male), % (95% CI) | 1.0b (0.2, 1.7) | 54.0a (50.1, 57.3) | 51.7b (47.8, 55.6) | 55.0a (51.5, 58.5) | 54.6a (50.4, 58.8) | |||
| Family income (€), mean (95% CI) | 32,275b (29,871, 34,678) | 31,589a (29,737, 33,441) | 40,800a,b (38,678, 42,922) | 28,987a,b (27,883, 30,091) | 30,481a (29,222, 31,740) | 36,913a,b (35,232, 38,594) | ||
| Immigrant status (Danish), % (95% CI) | 76.2a (73.0, 79.3) | 78.5a (75.9, 81.2) | 90.1a (87.8, 92.4) | 79.4a (76.2, 82.6) | 75.6a (75.6, 81.5) | 87.2a (84.4, 90.0) | ||
| <10 | 17.6a (14.7, 20.8) | 16.4a (14.0, 19.1) | 26.3a (23.0, 29.8) | 19.8a (16.7, 23.4) | 21.1a (18.1, 24.4) | 29.3a (25.5, 33.4) | ||
| 10, 15 | 39.1a (35.3, 43.0) | 44.4a (41.0, 47.9) | 44.8a (41.0, 48.7) | 38.2a (34.1, 42.3) | 43.4a (39.7, 47.3) | 45.0a (40.7, 49.3) | ||
| >15 | 43.4a (39.5, 47.3) | 39.2a (35.8, 42.6) | 28.9a (25.5, 32.5) | 42.0a (39.9, 46.3) | 35.5a (31.9, 39.2) | 25.7a (22.1, 29.7) | ||
| Job status (employed), % (95% CI) | 65.2a (61.7, 68.8) | 77.2a (73.7, 77.8) | 76.7a (73.5, 79.9) | 63.4a (59.6, 67.2) | 73.9a (70.8, 77.1) | 71.8a (68.0, 75.7) | ||
aSignificant difference (P<.05) between respondents and nonrespondents in the same age group and distribution group.
bSignificant difference (P<.05) between paper group and digital group in the same age group and response group. In the age group 0 to 4 years for the paper group, the mean age was calculated on the basis of the mother to ensure compatibility with the digital group. The percent of males in the gender variable for age group 0 to 4 years was low in the digital group because invitations were sent only to the mother, except in cases where the father had sole custody. The paper invitation was sent in the child’s own name directly to the child’s registered postal address.
Response rates in different age groups for the two ways of collecting data.
| Age groupa | Paper group, n/sent (%) | Digital group, n/sent (%) | Difference, % (95% CI) |
| 0-4 years | 572/1198 (47.75) | 495/1193 (41.49) | 6.25 (2.28-10.23) |
| 30-39 years | 429/1198 (35.81) | 277/1195 (23.18) | 12.63 (9.01-16.25) |
| 50-59 years | 652/1198 (54.42) | 531/1200 (44.25) | 10.17 (6.19-14.16) |
| All | 1653 (45.99) | 1303 (36.32) | 9.68 (7.41-11.94) |
aAge group 70 to 79 years was not included in the final response rate.
Costs (in €) for the two ways of collecting dataa.
| Subject | Paper group (n=1653) | Digital group (n=1303) |
| Paper questionnaire and envelope | 9892 | 383 |
| Postage | 13,815 | 479 |
| Packaging and registration | 768 | 21 |
| Scanning and coding | 1365 | 17 |
| Digital postage | — | 529 |
| Coding | — | 394 |
| Handling of digital distribution | — | 81 |
| Incentives (draw for 2×2 tickets) | 65 | 65 |
| Total costs | 25,905 | 1969 |
| Costs per respondent | 15.67 | 1.51 |
aAge group 70 to 79 years was not included in this analysis. For further details on costs, see Multimedia Appendix 1.
Overview of number of missing values in percentage of responses for the two ways of collecting data for different age groups.
| Variable | Digital group (years), % missing values | Paper group (years), % missing values | |||||||
| 0-4 (n=495) | 30-39 (n=277) | 50-59 (n=531) | Total (n=1303) | 0-4 (n=572) | 30-39 (n=429) | 50-59 (n=652) | Total (n=1653) | ||
| Age | 1.01 | 0.36 | 0.56 | 0.69 | 1.40 | 1.40 | 1.07 | 1.27 | |
| Gender | 1.62 | 1.08 | 1.51 | 1.46 | 1.75 | 1.17 | 1.38 | 1.45 | |
| Married/cohabiting | 1.62 | 0.72 | 0.75 | 1.07 | 1.75 | 2.56 | 2.15a | 2.12a | |
| Education | 0.20 | 0.72 | 0.75 | 0.54 | 0.70 | 0.93 | 0.61 | 0.73 | |
| Job | 0.40 | 0.36 | 0.75 | 0.53 | 1.22 | 0.93 | 0.92 | 1.03 | |
| Ethnicity | 0.81 | 1.44 | 3.20 | 1.99 | 12.45a | 1.86 | 11.99 | 2.12 | |
| Choice to contact out-of-hours care | 5.86 | 8.66 | 13.60 | 9.59 | 4.20 | 7.23 | 11.04 | 7.68 | |
| Self-efficacy | 0.20 | 1.08 | 0.56 | 0.53 | 0.87 | 1.40 | 1.69 | 1.33a | |
| Anxiety | 1.62 | 0.36 | 2.26 | 1.61 | 1.05 | 0.93 | 1.38 | 1.15 | |
| Social support | 0.20 | 0.36 | 0.38 | 0.31 | 0.87 | 1.40 | 1.84a | 1.39b | |
| Health literacy, navigation | 0.40 | 0.72 | 1.69 | 0.99 | 0.70 | 0.93 | 2.15 | 1.33 | |
| Health literacy, information | 0.20 | 0.00 | 0.75 | 0.38 | 0.52 | 1.17 | 1.38 | 1.03a | |
| Right/barrier | 1.21 | 2.89 | 2.82 | 2.22 | 1.40 | 2.56 | 3.53 | 2.54 | |
| Frequency | 0.81 | 3.58 | 2.15 | 0.87 | 1.63 | 1.38a | 1.27 | ||
| Satisfaction with general practitioner | 0.40 | 0.72 | 1.32 | 0.84 | 1.22 | 0.93 | 1.23 | 1.15 | |
| Satisfaction with out-of-hours care | 1.41 | 0.72 | 2.07 | 1.53 | 1.57 | 1.63 | 1.84 | 1.69 | |
| Travel time | 0.00 | 0.00 | 0.56 | 0.23 | 1.05a | 0.70 | 1.23 | 1.03b | |
aStatistically significantly more missing values than in the digital group (P<.05).
bStatistically significantly more missing values than in the digital group (P<.01).