| Literature DB >> 35327041 |
Joana Romeiro1, Paulo Nogueira2, Sílvia Caldeira1.
Abstract
There is an urgent need to provide healthcare professionals and midwives with validated tools as to improve fertility adjustment and promote well-being of couples with infertility. The purpose of this study was to test validity of the Fertility Adjustment Scale among people undergoing assisted reproductive techniques. A cross-sectional and methodological study was conducted, and a total of 104 Portuguese adults undergoing fertility treatment were recruited through fertility-related websites. The Fertility Adjustment Scale was administered along with the Spiritual Well-Being Questionnaire and the Resilience Scale for adults as a measure of concurrent validity. Scores revealed the sample's lack of adjustment to fertility. A significant correlation with measures of resilience provided evidence of convergent validity. There was a significant association of fertility adjustment with time of consultation and the cause of infertility. A Fertility Adjustment Scale with six items is a reliable tool that offers early recognition of patients' difficulties in adaptation to fertility problems during assisted reproductive techniques, which could be beneficial in not only an early recognition of healthcare intervention but of a more individualized approach to such patients.Entities:
Keywords: adjustment; assisted reproductive techniques; infertility; validation studies
Year: 2022 PMID: 35327041 PMCID: PMC8954057 DOI: 10.3390/healthcare10030563
Source DB: PubMed Journal: Healthcare (Basel) ISSN: 2227-9032
Mean scores of the FAS regarding characteristics of participants (n = 104).
| Variable | FAS | |||
|---|---|---|---|---|
| Response Mean (SD) |
| Total | ||
| Social—Demographic | ||||
| Gender | 0.080 a | |||
| Female | 3.94 (0.71) | 39.49 (7.10) | ||
| Male | 3.90 (0.00) | 39.00 (0.00) | ||
| Age | 0.902 b | |||
| ≤34 | 4.05 (0.71) | 40.53 (7.13) | ||
| 35–40 | 4.01 (0.62) | 40.17 (6.26) | ||
| 41–51 | 3.30 (0.66) | 33.09 (6.65) | ||
| ≥52 | 3.00 (0.00) | 30.00 (0.00) | ||
| Marital Status | 0.768 b | |||
| Married | 4.00 (0.71) | 40.06 (7.11) | ||
| Together | 3.89 (0.56) | 38.97 (7.21) | ||
| Divorced/Separated | 3.73 (0.45) | 36.33 (5.68) | ||
| Single | 3.73 (0.45) | 37.33 (4.50) | ||
| Current relationship (years) | 0.890 b | |||
| ≤3 | 3.98 (0.62) | 39.88 (6.26) | ||
| 4–6 | 4.04 (0.65) | 40.44 (6.50) | ||
| 7–9 | 4.05 (0.75) | 40.53 (7.57) | ||
| ≥10 | 3.75 (0.73) | 37.58 (7.37) | ||
| Education level | 0.956 b | |||
| Middle school | 3.90 (0.00) | 39.00 (0.00) | ||
| High school | 3.98 (0.67) | 39.80 (6.74) | ||
| Professional course | 4.15 (0.79) | 41.55 (7.90) | ||
| Bachelor/Graduation | 3.92 (0.72) | 39.25 (7.23) | ||
| Master’s | 3.95 (0.65) | 39.52 (6.50) | ||
| Ph.D. | 3.40 (0.96) | 34.00 (9.64) | ||
| Employment status | 0.353 b | |||
| Employed | 3.96 (0.70) | 39.61 (7.03) | ||
| Unemployed | 3.96 (0.60) | 39.63 (6.02) | ||
| Student | 3.25 (1.34) | 32.50 (13.43) | ||
| Occupation | 0.574 b | |||
| Representatives of the legislative branch of executive bodies, officers, directors, and executive managers | 3.74 (0.83) | 37.40 (8.38) | ||
| Experts from intellectual and scientific activities | 4.09 (0.67) | 40.94 (6.79) | ||
| Intermediate-level technicians and professions | 4.07 (0.33) | 40.75 (3.30) | ||
| Administrative staff | 3.86 (0.61) | 38.64 (6.18) | ||
| Personal service, security, and safety workers and salespeople | 3.92 (0.80) | 39.22 (8.02) | ||
| Skilled workers in industry, construction, and craftsmen | 2.90 (0.00) | 29.00 (0.00) | ||
| Plant and machine operators | 4.90 (0.00) | 49.00 (0.00) | ||
| Spirituality—Religion | ||||
| Spiritual person | 0.490 a | |||
| No | 4.01 (0.64) | 40.16 (6.40) | ||
| Yes | 3.92 (0.72) | 39.26 (7.24) | ||
| Spiritual importance | 0.745 b | |||
| Not important | 4.03 (0.59) | 40.36 (5.98) | ||
| Little importance | 3.83 (0.72) | 38.39 (7.22) | ||
| Important | 3.94 (0.70) | 39.47 (7.05) | ||
| Very important | 4.17 (0.84) | 41.71 (8.45) | ||
| Spiritual change with diagnosis | 0.501 b | |||
| No change | 4.03 (0.70) | 40.34 (7.07) | ||
| Less important | 3.72 (0.82) | 37.29 (8.29) | ||
| More important | 3.92 (0.62) | 39.25 (6.21) | ||
| Spiritual change with treatment | 0.360 b | |||
| No change | 3.94 (0.75) | 39.49 (7.57) | ||
| Less important | 3.80 (0.80) | 38.00 (8.00) | ||
| More important | 4.00 (0.57) | 40.08 (5.77) | ||
| Religious person | 0.181 a | |||
| No | 3.78 (0.59) | 37.82 (5.92) | ||
| Yes | 4.02 (0.74) | 40.28 (7.41) | ||
| Religion importance | 0.745 b | |||
| Not important | 4.03 (0.59) | 40.36 (5.98) | ||
| Little importance | 3.83 (0.72) | 38.39 (7.22) | ||
| Important | 3.94 (0.70) | 39.47 (7.05) | ||
| Very important | 4.17 (0.84) | 41.71 (8.45) | ||
| Religion changes with diagnosis | 0.372 b | |||
| No change | 4.04 (0.71) | 40.42 (7.12) | ||
| Less important | 3.82 (0.75) | 38.28 (7.56) | ||
| More important | 3.90 (0.62) | 39.00 (6.27) | ||
| Religion changes with treatment | 0.066 b | |||
| No change | 3.98 (0.79) | 39.85 (7.91) | ||
| Less important | 3.90 (0.75) | 39.08 (7.59) | ||
| More important | 3.92 (0.52) | 39.21 (5.20) | ||
| Clinical—Infertility | ||||
| Type | 0.979 a | |||
| Primary | 3.99 (0.68) | 39.95 (6.84) | ||
| Secondary | 3.64 (0.77) | 36.42 (7.71) | ||
| Nature | 0.179 b | |||
| Never been pregnant | 4.02 (7.59) | 40.22 (7.59) | ||
| Natural pregnancy without live birth | 3.76 (0.57) | 37.66 (5.78)) | ||
| Natural pregnancy, had child, not able to have another child | 3.83 (0.70) | 38.33 (7.01) | ||
| Pregnancy with treatment, did not have a child | 4.17 (0.36) | 41.78 (3.62) | ||
| Pregnancy with treatment, had child, not able to have another child | 3.30 (0.84) | 33.00 (8.48) | ||
| Cause | 0.038 b | |||
| Female | 3.75 (0.83) | 37.52 (8.30) | ||
| Male | 4.11 (0.42) | 41.13 (4.20) | ||
| Mixed | 4.13 (0.71) | 41.38 (7.11) | ||
| Unknown | 3.98 (0.58) | 39.83 (5.82) | ||
| Waiting diagnosis | 4.17 (0.38) | 41.77 (3.86) | ||
| Diagnosis (years) | 0.052 b | |||
| ≤3 | 3.94 (0.62) | 39.40 (6.22) | ||
| 4–6 | 3.98 (0.78) | 39.80 (8.93) | ||
| 7–9 | 3.97 (0.89) | 39.70 (8.93) | ||
| ≥10 | 3.97 (1.01) | 39.71 (10.14) | ||
| Consultation (years) | 0.031 b | |||
| ≤3 | 3.95 (0.62) | 39.55 (6.24) | ||
| 4–6 | 3.85 (0.87) | 38.57 (8.73) | ||
| 7–9 | 4.21 (0.76) | 42.10 (7.68) | ||
| ≥10 | 3.66 (1.20) | 36.60 (12.03) | ||
|
| ||||
| Previous treatments | 0.948 a | |||
| No | 4.01 (0.71) | 40.12 (7.11) | ||
| Yes | 3.89 (0.69) | 38.94 (6.98) | ||
| Time in current treatment (months) | ||||
| ≤3 | 3.66 (0.23) | 36.66 (2.30) | ||
| 4–6 | 3.87 (0.51) | 38.75 (5.12) | ||
| 7–12 | 3.79 (0.71) | 37.93 (7.19) | ||
| 13–24 | 4.19 (0.73) | 41.92 (7.33) | ||
| 24–36 | 3.76 (0.55) | 37.60 (5.50) | ||
| ≥37 | 3.84 (0.78) | 38.43 (7.89) | ||
| Current treatment | 0.228 b | |||
| Previous tests | 3.93 (0.82) | 39.30 (8.26) | ||
| Waiting to start | 4.04 (0.61) | 40.48 (6.13) | ||
| In cycle | 3.97 (0.61) | 39.78 (6.18) | ||
| OI | 3.90 (0.00) | 0.839 b | 39.00 (0.00) | |
| IUI | 4.10 (0.42) | 41.00 (4.24) | ||
| IVF | 3.81 (0.70) | 38.10 (7.06) | ||
| ICSI | 4.22 (0.65) | 42.25 (6.50) | ||
| Other | 4.25 (0.49) | 42.50 (4.94) | ||
| Tests after cycle | 3.62 (0.84) | 39.48 (7.03) | ||
Legend: a Independent Sample Student’s t-test (Levene’s Test); b One Way ANOVA test; SD, standard deviation; OI, ovulation induction; IUI, intrauterine insemination; IVF, in vitro fertilization; ICSI, intracytoplasmic sperm injection.
Descriptive statistics, Cronbach´s alpha coefficient of FAS, and EFA assessment of normality of items.
| Item | Mean | 95% CI | SD | Skewness | Std. Error | Kurtosis | Std. Error | Cronbach Alpha (without Item) |
|---|---|---|---|---|---|---|---|---|
| 1. | 4.50 | 4.19–4.82 | 1.61 | −0.913 | 0.237 | −0.299 | 0.469 | (0.400) |
| 2. | 3.35 | 3.00–3.70 | 1.76 | −0.015 | 0.237 | −1.336 | 0.469 | (0.440) |
| 3. | 4.61 | 4.27–4.94 | 1.66 | −1.038 | 0.237 | −0.180 | 0.469 | (0.403) |
| 4. | 3.62 | 3.32–3.94 | 1.62 | −0.266 | 0.237 | −1.065 | 0.469 | (0.517) |
| 5. | 3.94 | 3.62–4.26 | 1.60 | −0.329 | 0.237 | −0.962 | 0.469 | (0.400) |
| 6. | 4.33 | 3.99–4.65 | 1.69 | −0.685 | 0.237 | −0.746 | 0.469 | (0.429) |
| 7. | 3.42 | 3.10–3.75 | 1.61 | −0.028 | 0.237 | −1.135 | 0.469 | (0.558) |
| 8. | 4.33 | 4.03–4.58 | 1.42 | −0.701 | 0.237 | −0.256 | 0.469 | (0.521) |
| 9. | 3.86 | 3.54–4.22 | 1.73 | −0.329 | 0.237 | −1.198 | 0.469 | (0.480) |
| 10. | 3.54 | 3.22–3.86 | 1.65 | −0.030 | 0.237 | −1.113 | 0.469 | (0.569) |
|
| 39.48 | 38.20–40.91 | 7.03 | −0.275 | 0.237 | 0.183 | 0.469 | 0.505 |
CI, confidence interval; SD, standard deviation.
CFA goodness-of-fit indices for the FAS models (n = 104).
| Models |
| df |
| RMSEA (90%CI) | CFI | TLI | NFI | |
|---|---|---|---|---|---|---|---|---|
| 10-item 3-factor [ | 84.608 | 32 | 2.644 | 0.000 | 0.126 | 0.844 | 0.780 | 0.778 |
| 6-item 2-factor | 28.402 | 8 | 3.550 | 0.000 | 0.157 | 0.906 | 0.824 | 0.878 |
| 6-item 1-factor | 40.594 | 9 | 4.510 | 0.000 | 0.185 | 0.855 | 0.758 | 0.826 |
CFI, Comparative Fit Index; CI, confidence intervals; df, degrees of freedom; NFI, Normed Fit Index; RMSEA, Root-Mean-Square Error of Approximation; TLI, Tucker–Lewis Index; χ2, chi-square statistic; χ2/df, ratio of the differences in chi-square to the differences in degrees of freedom.
Components extraction from data based on K1 criterion and total variance explained for FAS factor structure.
| Components Extraction Based on K1 Criterion and Percentage (%) of Variance | ||||||
|---|---|---|---|---|---|---|
| Component | Three-Factor | Two-Factor | ||||
| Total | % | Cumulative | Total | % | Cumulative | |
| 1 | 3.844 | 38.444 | 38.444 | 3.170 | 52.840 | 52.840 |
| 2 | 1.694 | 16.939 | 55.383 | 1.006 | 16.762 | 69.602 |
| 3 | 1.246 | 12.460 | 67.843 | |||
Figure 1Scree plot representing the eigenvalues (10-item Fertility Adjustment Scale).
Value of Varimax rotation factor loading of the FAS a.
| Varimax Rotation Factor Loading | |||||
|---|---|---|---|---|---|
| Three-Factor | Two-Factor | ||||
| Components | 1 | 2 | 3 | 1 | 2 |
| 1 | 0.84 | 0.80 | |||
| 2 | 0.81 | 0.83 | |||
| 3 | 0.78 | 0.77 | |||
| 4 | 0.74 | ||||
| 5 | 0.75 | 0.82 | |||
| 6 | 0.57 | 0.66 | |||
| 7 | 0.75 | ||||
| 8 | 0.64 | ||||
| 9 | 0.68 | 0.81 | |||
| 10 | 0.74 | ||||
a For clarity, loadings < 0.5 are not shown.
Communalities.
| Communalities | |||
|---|---|---|---|
| Variables | 10-Item | 6-Item 2-Factor | |
| Initial | Extraction | Extraction | |
| 1. | 1.000 | 0.73 | 0.68 |
| 2. | 1.000 | 0.68 | 0.71 |
| 3. | 1.000 | 0.74 | 0.73 |
| 4. | 1.000 | 0.61 | |
| 5. | 1.000 | 0.69 | 0.74 |
| 6. | 1.000 | 0.64 | 0.63 |
| 7. | 1.000 | 0.63 | |
| 8. | 1.000 | 0.80 | |
| 9. | 1.000 | 0.60 | 0.67 |
| 10. | 1.000 | 0.63 | |
Figure 2Scree plot representing the eigenvalues (6-item FAS).
Descriptive Statistics of 6-item FAS factors.
| Factor | Skewness | Kurtosis | ||||
|---|---|---|---|---|---|---|
| Total Mean | SD | Statistic | SD | Statistic | Std. Error | |
| 1 | 3.64 | 1.45 | −0.196 | 0.237 | −0.861 | 0.469 |
| 2 | 4.32 | 1.35 | −0.812 | 0.237 | −0.067 | 0.469 |
Discriminant validity of the reconfigured Resilience Scale factors.
| Discriminant Validity of the Reconfigured FAS Factors | ||||||
|---|---|---|---|---|---|---|
| FAS Total | FAS—Factor 1 | FAS—Factor 2 Suspended Life | ||||
|
|
|
|
|
|
| |
|
| −0.128 | 0.197 | −0.022 | 0.823 | −0.278 ** | 0.004 |
| Personal | −0.248 * | 0.011 | −0.121 | 0.220 | −0.397 ** | 0.000 |
| Communal | −0.027 | 0.785 | 0.059 | 0.554 | −0.177 | 0.072 |
| Environmental | −0.170 | 0.084 | −0.123 | 0.214 | 0.198 * | 0.044 |
| Transcendental | 0.002 | 0.982 | 0.095 | 0.339 | −0.170 | 0.084 |
|
| −0.239 * | 0.015 | −0.057 | 0.568 | −0.336 ** | 0.000 |
| Perseverance | −0.139 | 0.159 | −0.134 | 0.176 | −0.243 * | 0.013 |
| Meaning of life | −0.229 * | 0.020 | −0.163 | 0.099 | −0.324 ** | 0.001 |
| Serenity | −0.265 ** | 0.006 | −0.184 | 0.061 | −0.362 ** | 0.000 |
| Self-reliance and self-confidence | −0.252 ** | 0.010 | −0.141 | 0.153 | −0.290 ** | 0.003 |
Legend: ** Correlation is significant at the 0.01 level (2-tailed); * Correlation is significant at the 0.05 level (2-tailed); r, Pearson coefficient.