Hormonal Status and Quality of Life of Women Treated for Infertility Before and During COVID-19 Pandemic in Poland
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Groups
2.2. Description of the Research Tools
2.3. Statistical Methods
- Pearson’s chi-square test to compare the categorical characteristics between study groups;
- Student t-test to compare numerical characteristics, hormone concentrations, and quality of life between study groups;
- Pearson correlation coefficient to correlate BMI with hormone concentrations;
- F test analysis of variance to compare hormone concentrations between city, town, and rural area residents;
- Multiple regression to correlate total score of FertiQoL with characteristics and hormonal status in women treated for infertility.
3. Results
3.1. Characteristics of the Study Group
3.2. Levels of Hormones
3.3. Quality of Life According to the WHOQOL–BREF Questionnaire
3.4. Quality of Life According to the FertiQoL Questionnaire
3.5. Multivariable Regression Analysis
3.6. Analysis of Hormonal Status
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable, Parameter | IU or Category | Women Treated for Infertility | Control Group | ||||
---|---|---|---|---|---|---|---|
Before COVID | During COVID | p | Before COVID | During COVID | p | ||
n = 300 | n = 300 | n = 50 | n = 50 | ||||
Age, M ± SD | years | 32.4 ± 4.5 | 33.3 ± 4.6 | 0.016 | 32.7 ± 3.7 | 34.2 ± 4.3 | 0.065 |
Place of residence, n (%) | city | 130 (43.33) | 132 (44.00) | 0.986 | 27 (54.00) | 24 (48.00) | 0.672 |
town | 60 (20.00) | 59 (19.67) | 11 (22.00) | 10 (20.00) | |||
rural area | 110 (36.67) | 109 (36.33) | 12 (24.00) | 16 (32.00) | |||
Level of education, n (%) | secondary | 68 (22.67) | 69 (23.00) | 0.923 | 10 (20.00) | 12 (24.00) | 0.629 |
tertiary | 232 (77.33) | 231 (77.00) | 40 (80.00) | 38 (76.00) | |||
BMI, M ± SD | kg/m2 | 24.37 ± 4.70 | 24.44 ± 4.79 | 0.857 | 24.48 ± 5.08 | 25.89 ± 4.86 | 0.159 |
BMI, n (%) | underweight | 21 (7.00) | 20 (6.67) | 0.991 | 2 (4.00) | 3 (6.00) | 0.957 |
normal weight | 171 (57.00) | 172 (57.33) | 28 (56.00) | 27 (54.00) | |||
overweight | 70 (23.33) | 68 (22.67) | 10 (20.00) | 11 (22.00) | |||
obesity | 38 (12.67) | 40 (13.33) | 10 (20.00) | 9 (18.00) | |||
Have children, n (%) | yes, from the current relationship | 33 (11.00) | 34 (11.33) | 0.965 | n.a. | n.a. | n.a. |
yes, from a previous relationship | 38 (12.67) | 36 (12.00) | n.a. | n.a. | |||
no | 229 (76.33) | 230 (76.67) | n.a. | n.a. | |||
Time trying to conceive a child, M ± SD | years | 3.4 ± 2.2 | 3.6 ± 1.9 | 0.234 | n.a. | n.a. | n.a. |
Type of job, n (%) | manual | 47 (15.67) | 45 (15.00) | 0.974 | 7 (14.00) | 9 (18.00) | 0.860 |
non-manual | 157 (52.33) | 158 (52.67) | 28 (56.00) | 27 (54.00) | |||
mixed | 96 (32.00) | 97 (32.33) | 15 (30.00) | 14 (28.00) | |||
Monthly net income per 1 person in a household (thousand PLN), n (%) | below 2 | 76 (25.33) | 76 (25.33) | 0.996 | 10 (20.00) | 11 (22.00) | 0.915 |
2–2.5 | 119 (39.67) | 120 (40.00) | 20 (40.00) | 18 (36.00) | |||
above 2.5 | 105 (35.00) | 104 (34.67) | 20 (40.00) | 21 (42.00) |
Hormone M ± SD | Women Treated for Infertility | Control Group | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
IUI | Non–ART | IVF | ||||||||||
Before COVID N = 100 | During COVID N = 100 | p | Before COVID N = 100 | During COVID N = 100 | p | Before COVID N = 100 | During COVID N = 100 | p | Before COVID N = 50 | During COVID N = 50 | p | |
PRL (ng/mL) | 14.9 ± 3.4 | 17.4 ± 3.6 | <0.001 | 15.9 ± 3.5 | 20.0 ± 3.6 | <0.001 | 14.9 ± 3.4 | 18.3 ± 3.6 | <0.001 | 13.9 ± 3.4 | 16.3 ± 3.6 | 0.001 |
FSH (mIU/mL) | 8.6 ± 1.1 | 5.3 ± 3.5 | <0.001 | 8.5 ± 1.1 | 5.3 ± 3.4 | <0.001 | 8.5 ± 1.1 | 5.3 ± 3.4 | <0.001 | 9.0 ± 1.1 | 8.3 ± 2.4 | 0.203 |
LH (mIU/mL) | 6.3 ± 0.9 | 4.3 ± 1.3 | <0.001 | 6.2 ± 0.9 | 4.2 ± 1.2 | <0.001 | 6.2 ± 0.9 | 4.1 ± 1.2 | <0.001 | 6.9 ± 0.9 | 6.5 ± 1.2 | 0.076 |
AMH (ng/mL) | 5.5 ± 0.6 | 5.6 ± 0.5 | 0.201 | 5.4 ± 0.6 | 5.5 ± 0.5 | 0.159 | 5.4 ± 0.5 | 5.5 ± 0.8 | 0.230 | 4.6 ± 0.8 | 4.7 ± 0.8 | 0.311 |
TSH (mIU/L) | 1.9 ± 1.1 | 1.6 ± 1.1 | 0.056 | 1.5 ± 1.0 | 1.6 ± 1.1 | 0.414 | 1.5 ± 1.0 | 1.6 ± 1.1 | 0.506 | 1.8 ± 1.1 | 1.6 ± 1.1 | 0.352 |
Subscales of WHOQOL–BREF M ± SD | Women Treated for Infertility | Control Group | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
IUI | Non–ART | IVF | ||||||||||
Before COVID N = 100 | During COVID N = 100 | p | Before COVID N = 100 | During COVID N = 100 | p | Before COVID N = 100 | During COVID N = 100 | p | Before COVID N = 50 | During COVID N = 50 | p | |
Q1: How would you rate your quality of life? | 3.8 ± 0.6 | 3.7 ± 0.5 | 0.019 | 3.9 ± 0.7 | 3.6 ± 0.4 | <0.001 | 4.1 ± 0.6 | 2.4 ± 0.7 | <0.001 | 4.1 ± 0.5 | 3.9 ± 0.6 | 0.058 |
Q2: How satisfied are you with your health? | 3.7 ± 0.5 | 3.5 ± 0.6 | 0.023 | 2.6 ± 0.5 | 2.3 ± 0.5 | <0.001 | 4.0 ± 0.7 | 3.6 ± 0.5 | <0.001 | 1.9 ± 0.7 | 1.9 ± 0.5 | 0.736 |
Physical health | 60.8 ± 8.5 | 44.3 ± 5.5 | <0.001 | 65.3 ± 8.3 | 63.6 ± 8.4 | 0.151 | 57.7 ± 7.5 | 35.5 ± 5.3 | <0.001 | 72.0 ± 9.0 | 65.6 ± 8.7 | <0.001 |
Psychological health | 68.1 ± 9.3 | 40.3 ± 5.0 | <0.001 | 71.7 ± 9.1 | 70.8 ± 9.9 | 0.514 | 66.3 ± 8.1 | 28.9 ± 6.1 | <0.001 | 78.0 ± 10.2 | 76.4 ± 9.6 | 0.426 |
Social relationship | 71.7 ± 12.5 | 44.5 ± 8.7 | <0.001 | 72.9 ± 13.0 | 72.7 ± 13.1 | 0.911 | 72.3 ± 10.1 | 29.4 ± 8.5 | <0.001 | 75.5 ± 12.8 | 74.7 ± 13.1 | 0.748 |
Environment | 69.0 ± 8.3 | 44.4 ± 6.5 | <0.001 | 70.3 ± 7.7 | 70.2 ± 7.6 | 0.864 | 69.1 ± 6.9 | 30.5 ± 5.1 | <0.001 | 71.6 ± 9.3 | 69.6 ± 8.0 | 0.252 |
Subscales of FertiQoL M ± SD | Women Treated for Infertility | ||||||||
---|---|---|---|---|---|---|---|---|---|
IUI | Non–ART | IVF | |||||||
Before COVID N = 100 | During COVID N = 100 | p | Before COVID N = 100 | During COVID N = 100 | p | Before COVID N = 100 | During COVID N = 100 | p | |
How would you rate your health? | 3.7 ± 0.6 | 3.6 ± 0.8 | 0.474 | 3.9 ± 0.6 | 3.7 ± 0.5 | 0.138 | 3.6 ± 0.7 | 2.2 ± 0.6 | <0.001 |
Are you satisfied with your quality of life? | 3.7 ± 0.5 | 3.2 ± 0.6 | <0.001 | 3.8 ± 0.6 | 3.7 ± 0.5 | 0.162 | 3.5 ± 0.7 | 2.4 ± 0.8 | <0.001 |
Total FertiQoL | 56.2 ± 10.0 | 48.7 ± 6.7 | <0.001 | 57.4 ± 11.4 | 56.6 ± 11.1 | 0.636 | 54.7 ± 9.8 | 38.4 ± 4.7 | <0.001 |
Core FertiQoL | 61.1 ± 13.3 | 47.6 ± 7.0 | <0.001 | 63.2 ± 14.7 | 62.7 ± 14.3 | 0.778 | 60.2 ± 13.4 | 31.3 ± 12.5 | <0.001 |
Emotional | 51.2 ± 18.4 | 45.9 ± 13.4 | 0.020 | 54.1 ± 19.0 | 54.1 ± 18.6 | 0.976 | 54.1 ± 17.2 | 33.1 ± 6.9 | <0.001 |
Mind/body | 57.8 ± 17.8 | 42.9 ± 9.9 | <0.001 | 60.0 ± 19.4 | 59.8 ± 18.8 | 0.918 | 57.7 ± 17.7 | 23.2 ± 6.6 | <0.001 |
Relational | 74.1 ± 16.3 | 53.3 ± 7.3 | <0.001 | 76.1 ± 15.0 | 74.1 ± 13.5 | 0.318 | 70.1 ± 15.9 | 38.5 ± 8.0 | <0.001 |
Social | 61.1 ± 17.8 | 48.1 ± 9.3 | <0.001 | 62.7 ± 17.5 | 60.5 ± 15.2 | 0.353 | 59.0 ± 17.2 | 30.4 ± 7.2 | <0.001 |
Treatment FertiQoL | 51.4 ± 9.6 | 49.8 ± 9.4 | 0.231 | 51.6 ± 11.1 | 50.6 ± 10.7 | 0.548 | 49.3 ± 8.9 | 45.6 ± 8.4 | 0.003 |
Environment | 67.4 ± 14.3 | 64.2 ± 12.8 | 0.097 | 67.3 ± 15.8 | 65.7 ± 14.5 | 0.454 | 64.7 ± 12.6 | 57.3 ± 11.1 | <0.001 |
Tolerability | 35.4 ± 11.9 | 35.4 ± 11.9 | 0.980 | 35.8 ± 12.5 | 35.6 ± 12.4 | 0.886 | 35.4 ± 9.8 | 33.9 ± 10.9 | 0.295 |
Covariate | IU or Category | b | p |
---|---|---|---|
Age | years | −0.13 | 0.225 |
Place of residence | city | 1.19 | 0.070 |
town | 0.72 | 0.357 | |
rural area | reference | ||
Level of education | secondary | reference | |
tertiary | −2.41 | <0.001 | |
BMI | kg/m2 | 0.10 | 0.316 |
Having children | yes | reference | |
no | −1.39 | 0.010 | |
Time trying for a baby | years | −0.32 | 0.153 |
Type of job | manual | −0.63 | 0.495 |
non-manual | 1.74 | 0.010 | |
mixed | reference | ||
Monthly net income per 1 person in a household (thousand PLN) | below 2 | −0.83 | 0.263 |
2–2.5 | −0.15 | 0.814 | |
above 2.5 | reference | ||
PRL | ng/mL | −0.15 | 0.047 |
FSH | mIU/mL | 0.08 | 0.039 |
LH | mIU/mL | 0.02 | 0.528 |
AMH | ng/mL | −0.03 | 0.347 |
TSH | mIU/L | 0.01 | 0.815 |
COVID | Unit or Category | Parameter | PRL (ng/mL) | FSH (mIU/mL) | LH (mIU/mL) | AMH (ng/mL) | TSH (mIU/L) |
---|---|---|---|---|---|---|---|
before | BMI (kg/m2) | r | 0.047 | 0.036 | −0.018 | −0.022 | −0.041 |
p | 0.417 | 0.535 | 0.756 | 0.704 | 0.479 | ||
during | r | 0.021 | −0.060 | −0.048 | −0.041 | −0.094 | |
p | 0.717 | 0.300 | 0.407 | 0.479 | 0.104 | ||
before | city | M ± SD | 14.7 ± 0.4 | 8.7 ± 2.1 | 6.0 ± 0.6 | 5.1 ± 0.9 | 1.8 ± 1.1 |
town | M ± SD | 14.0 ± 2.4 | 8.5 ± 1.8 | 5.9 ± 0.7 | 4.5 ± 0.8 | 1.9 ± 1.8 | |
rural area | M ± SD | 14.9 ± 8.4 | 8.0 ± 1.9 | 6.9 ± 0.9 | 5.9 ± 0.8 | 1.7 ± 1.0 | |
p | 0.198 | 0.236 | 0.187 | 0.435 | 0.231 | ||
during | city | M ± SD | 17.1 ± 3.9 | 5.0 ± 3.4 | 4.0 ± 1.3 | 5.6 ± 0.5 | 1.6 ± 1.1 |
town | M ± SD | 16.9 ± 3.9 | 5.1 ± 3.9 | 4.3 ± 1.5 | 5.0 ± 0.8 | 1.3 ± 1.2 | |
rural area | M ± SD | 20.0 ± 2.1 | 5.2 ± 3.3 | 4.1 ± 1.8 | 5.1 ± 0.9 | 1.7 ± 1.1 | |
p | 0.098 | 0.785 | 0.371 | 0.531 | 0.385 | ||
before | secondary | M ± SD | 14.0 ± 1.8 | 8.8 ± 2.2 | 6.1 ± 1.5 | 5.0 ± 1.8 | 1.7 ± 1.2 |
tertiary | M ± SD | 14.5 ± 2.3 | 8.4 ± 1.9 | 5.8 ± 1.6 | 4.6 ± 1.7 | 1.9 ± 1.3 | |
p | 0.100 | 0.142 | 0.169 | 0.093 | 0.257 | ||
during | secondary | M ± SD | 17.0 ± 3.8 | 5.1 ± 3.6 | 4.1 ± 1.4 | 5.5 ± 1.6 | 1.4 ± 1.2 |
tertiary | M ± SD | 16.7 ± 3.5 | 5.2 ± 3.7 | 4.2 ± 1.6 | 5.1 ± 1.5 | 1.2 ± 1.1 | |
p | 0.541 | 0.843 | 0.640 | 0.057 | 0.196 |
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Wójtowicz, K.; Kot, J.; Makara-Studzińska, M.; Wdowiak, N.; Filip, M.; Wróbel, A.; Wróbel, J.; Matuszyk, D.; Bojar, M.; Bartosińska, J.; et al. Hormonal Status and Quality of Life of Women Treated for Infertility Before and During COVID-19 Pandemic in Poland. J. Clin. Med. 2025, 14, 721. https://doi.org/10.3390/jcm14030721
Wójtowicz K, Kot J, Makara-Studzińska M, Wdowiak N, Filip M, Wróbel A, Wróbel J, Matuszyk D, Bojar M, Bartosińska J, et al. Hormonal Status and Quality of Life of Women Treated for Infertility Before and During COVID-19 Pandemic in Poland. Journal of Clinical Medicine. 2025; 14(3):721. https://doi.org/10.3390/jcm14030721
Chicago/Turabian StyleWójtowicz, Kamila, Justyna Kot, Marta Makara-Studzińska, Natalia Wdowiak, Michał Filip, Andrzej Wróbel, Jan Wróbel, Dorota Matuszyk, Melania Bojar, Joanna Bartosińska, and et al. 2025. "Hormonal Status and Quality of Life of Women Treated for Infertility Before and During COVID-19 Pandemic in Poland" Journal of Clinical Medicine 14, no. 3: 721. https://doi.org/10.3390/jcm14030721
APA StyleWójtowicz, K., Kot, J., Makara-Studzińska, M., Wdowiak, N., Filip, M., Wróbel, A., Wróbel, J., Matuszyk, D., Bojar, M., Bartosińska, J., & Wdowiak, A. (2025). Hormonal Status and Quality of Life of Women Treated for Infertility Before and During COVID-19 Pandemic in Poland. Journal of Clinical Medicine, 14(3), 721. https://doi.org/10.3390/jcm14030721