| Literature DB >> 30403671 |
Jessica N Sanders1, Daniel E Adkins2,3, Simranvir Kaur4, Kathryn Storck1, Lori M Gawron1, David K Turok1.
Abstract
OBJECTIVE: We assess change in bleeding, cramping, and IUD satisfaction among new copper (Cu) IUD users during the first six months of use, and evaluate the impact of bleeding and cramping on method satisfaction.Entities:
Mesh:
Year: 2018 PMID: 30403671 PMCID: PMC6221252 DOI: 10.1371/journal.pone.0199724
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Sample summary statistics (N = 77).
| Highest level of education | ||
|---|---|---|
| Completed high school or GED | 13 | 17% |
| Currently in college | 28 | 36% |
| Graduated from college | 26 | 34% |
| Education beyond college | 10 | 13% |
| Annual household income | ||
| Less than $12,000 | 24 | 31% |
| $12,000-$23,999 | 15 | 19% |
| $24,000-$35,999 | 16 | 21% |
| $36,000-$47,999 | 5 | 6% |
| $48,000-$60,000 | 9 | 12% |
| More than $60,000 | 8 | 10% |
| Insurance status | ||
| No insurance | 11 | 14% |
| Private insurance | 62 | 82% |
| Medicaid | 1 | 1% |
| Don't know | 2 | 3% |
| Insurance covers birth control | ||
| Yes | 29 | 48% |
| No | 6 | 10% |
| Don't know | 25 | 42% |
| Marital status | ||
| Single, never married | 48 | 62% |
| Single, living with partner | 12 | 16% |
| Married | 10 | 13% |
| Divorced | 5 | 6% |
| Separated | 2 | 3% |
| BMI | ||
| Underweight | 3 | 4% |
| Normal | 50 | 65% |
| Overweight | 14 | 18% |
| Obese | 10 | 13% |
| Ever Used Hormonal BC | 57 | 74% |
| Ever Used Cu IUD | 2 | 3% |
| Mean period duration in 3 months prior to IUD insertion | ||
| 3 to 4 days | 38 | 49% |
| 5 to 7 days | 39 | 51% |
| Age (mean and SD) | 25.4 ( | 5.20 (σ) |
Note: GED-General Equivalency Diploma; BC-birth control; IUD—intrauterine device
Fig 1Time series plots summarizing distributions, and predicted mean growth curves, of (A) Bleeding, (B) IUD satisfaction, and (C) Cramping over study month.
Caption: Black diamonds represent variable means (i.e., Bleeding, IUD satisfaction, and Cramping), by month. Interval bars represent variable means +/- 0.5 variable SDs, by month. The red lines represent the model-implied growth curve as predicted by the SEM models presented in Table 2. The underlying dotplot depicts the distributions of the outcomes, by month. For the first plot, (A), values are binned, and the Y axis is top coded at ≥400 for the PBAC score to improve resolution in the middle of the distribution. Abbreviations: PBAC—Pictorial Blood Assessment Chart; IUD—intrauterine device; MSQ—Menstrual Symptoms Questionnaire.
Structural equation models parameter estimates for growth curves of bleeding (PBAC Score), IUD satisfaction (5-point Likert), and cramping (6-level MSQ item) using multiple imputation (30 imputations).
| Outcome: | |||
|---|---|---|---|
| Link Function: | Negative Binomial | Ordered logistic | Ordered logistic |
| Time (study month) | -0.055 | 0.154 | -0.280 |
| (-2.384) | (2.652) | (-4.378) | |
| Intercept | 5.126 | ||
| (54.695) | |||
| Overdispersion (ln(α)) | -0.620 | ||
| (-8.039) | |||
| Random intercept variance | 0.361 | 3.458 | 4.474 |
| (4.210) | (3.839) | (4.203) | |
| Nj (Assessments) | 462 | 462 | 462 |
| Ni (Subjects) | 77 | 77 | 77 |
Note: t statistics in parentheses;
* p<0.05;
** p<0.01;
*** p<0.001
PBAC—Pictorial Blood Assessment Chart; IUD—intrauterine device; MSQ—Menstrual Symptoms Questionnaire
IUD Satisfaction predicted by bleeding during study, cramping, and retrospective report baseline bleeding; using multiple imputation (30 imputations).
| Outcome: | ||
|---|---|---|
| Link Function: | Linear | Ordered logistic |
| IUD-induced bleeding | -1.052 | -1.766 |
| (-2.306) | (-2.812) | |
| Cramping | -0.033 | -0.084 |
| (-0.334) | (-0.752) | |
| Baseline bleeding | -0.002 | -0.003 |
| (-1.310) | (-1.963) | |
| Intercept | 0.235 | |
| (0.913) | ||
| N (subjects) | 77 | 77 |
| R-sq | 0.092 | |
| Pseudo R-sq | 0.066 |
Note: t statistics in parentheses;
* p<0.05;
** p<0.01;
*** p<0.001
IUD—intrauterine device