| Literature DB >> 31094360 |
Peijin Han1, Wanda Nicholson2,3, Anna Norton4, Karen Graffeo4, Richard Singerman5, Steven King5, Aditi Sundaresan2, Wendy Bennett1,6.
Abstract
BACKGROUND: Women with or at high risk of diabetes have unique health concerns across their life course. Effective methods are needed to engage women living with diabetes to develop and carry out a patient-centered research agenda.Entities:
Keywords: diabetes mellitus; online social networking; social media; women’s health
Mesh:
Year: 2019 PMID: 31094360 PMCID: PMC6533875 DOI: 10.2196/13312
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Figure 1Landing page of DiabetesSistersVoices. There were 4 basic functions of the website, including “share your experience,” “join a forum for conversation,” “find a resource,” and “explore a topic”. The size of popular topics listed below was based on their popularity, that is, the number of times they were clicked.
Figure 2Enrollment flow of participants into the DiabetesSistersVoices study. MOS: Medical Outcomes Study; PROMIS: Patient-Reported Outcome Measurement Information System.
Figure 3Participants’ enrollment over time–overall, by race, and type of diabetes. Red arrows indicate the time of Facebook boost.
Characteristics of study participants who enrolled in the DiabetesSistersVoices virtual patient community.
| Participants’ characteristics | All users (n=332) | Never users (n=74) | Observers (n=120) | Active users (n=138) | ||
| Age (years), median (interquartile range) | 51 (37-59) | 49 (34-56) | 50 (36-58) | 54 (40-63) | .04 | |
| Less than high school or GED | 4 (1.2) | 2 (2.7) | 0 (0.0) | 2 (1.5) | .13 | |
| High school or some college | 100 (30.4) | 29 (39.2) | 31 (26.1) | 40 (29.4) | .13 | |
| College degree and above | 225 (68.4) | 43 (58.1) | 88 (74.0) | 94 (69.1) | .13 | |
| White | 287 (86.5) | 61 (82.4) | 104 (86.7) | 122 (88.4) | .27 | |
| Black | 21 (6.3) | 8 (10.8) | 7 (5.8) | 6 (4.4) | .27 | |
| Asian | 3 (0.9) | 2 (2.7) | 0 (0.0) | 1 (0.7) | .27 | |
| Hispanic | 11 (3.3) | 2 (2.7) | 5 (4.1) | 4 (2.9) | .27 | |
| Elected not to report | 10 (3.0) | 1 (1.4) | 4 (3.3) | 5 (3.6) | .27 | |
| Type 1 | 253 (76.2) | 53 (71.6) | 90 (75.0) | 110 (79.7) | .45 | |
| Type 2 | 73 (22.0) | 20 (27.0) | 26 (21.7) | 27 (19.6) | .45 | |
| Diabetes treatment duration (years), mean (SD) | 22.0 (15.0) | 21.7 (14.6) | 20.5 (13.2) | 23.6 (16.1) | .18 | |
| Daily | 297 (90.0) | 60 (82.2) | 111 (93.3) | 126 (91.3%) | .08 | |
| Every few days | 30 (9.1) | 11 (15.1) | 8 (6.7) | 11 (8.0%) | .08 | |
| Less than weekly | 3 (0.9) | 2 (2.7) | 0 (0.0) | 1 (0.7%) | .08 | |
| Ever use social networking sitesb, n (%) | 295 (89.9%) | 61 (84.7) | 110 (93.2) | 124 (90.0) | .17 | |
| Number of sessions, median (IQR) | 3 (1.0-5.5) | —c | 2 (1.0-4.0) | 5.5 (4.0-12.0) | <.001 | |
| Total topic clicks | 421 | — | 96 | 325 | — | |
| Total posts/responses | 904 | — | 0 | 904 | — | |
| Total likes | 530 | — | 42 | 488 | — | |
| Total searches | 167 | — | 32 | 135 | — | |
| Total downloads | 671 | — | 121 | 550 | — | |
| Total social support score, mean (SD)d | 68.0 (23.6) | 64.3 (25.6) | 71.1 (22.5) | 67.2 (23.8) | .22 | |
| PROMIS-physical health score, mean (SD)d | 36.4 (4.7) | 36.7 (4.5) | 36.1 (4.0) | 36.4 (5.2) | .68 | |
| PROMIS-mental health score, mean (SD)d | 38.4 (8.7) | 39.4 (7.8) | 38.0 (8.6) | 38.4 (9.1) | .28 | |
aNonparametric k-sample test on the equality of medians for continuous variables and chi-square test for categorical variables.
bPercentage may not add up to 100% because of missing data.
c—Not applicable.
dA total of 316 out of 332 completed the Patient-Reported Outcomes Measurement Information System (PROMIS) Quality of Life and Medical Outcomes Study (MOS) social support questionnaires. MOS scores range from 0 (lowest) to 100 (highest). PROMIS scores were presented as t score. The norm in population is mean 50 (SD 10). Scores 0.5 to 1.0 SD or worse than the mean=mild symptoms/impairment, scores 1.0 to 2.0 SD or worse than the mean=moderate symptoms/impairment, and scores 2.0 SD or worse than the mean indicate more severe symptoms/impairment.
Figure 4Participants’ online activities over time. The proportion of participants who were engaged in each of the online activities was accumulatively calculated every 2 weeks since the initiation of the study.
Figure 5Proportion of participants engaged over time (in weeks) following their study enrollment. The numbers below the x-axis represent the total number of participants in the study.
Participants’ satisfaction with the study and DiabetesSistersVoices virtual patient community’s platform features (N=120).
| Aspects of the DiabetesSistersVoices virtual patient community | Statistics, n (%) | |
| Dissatisfied | 21 (17.5) | |
| Neutral | 92 (76.7) | |
| Satisfied | 7 (5.8) | |
| Dissatisfied | 1 (0.8) | |
| Neutral | 29 (24.2) | |
| Satisfied | 80 (66.7) | |
| Dissatisfied | 16 (13.3) | |
| Neutral | 17 (14.1) | |
| Satisfied | 82 (68.3) | |
| Dissatisfied | 16 (13.3) | |
| Neutral | 24 (20.0) | |
| Satisfied | 66 (55.0) | |
| Dissatisfied | 14 (11.7) | |
| Neutral | 22 (18.3) | |
| Satisfied | 67 (55.8) | |
| Dissatisfied | 15 (12.5) | |
| Neutral | 25 (20.8) | |
| Satisfied | 62 (51.7) | |
| Dissatisfied | 11 (9.2) | |
| Neutral | 24 (20.0) | |
| Satisfied | 76 (63.3) | |
aPercentage may not add up to 100% because some participants did not use the feature.