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Quality of life, social support, and adherence in female patients with thyroid disorders

Abstract

Background

According to the 2010 European Health Interview Survey, 51% of women in Hungary have a chronic disease, and is among the poorest quartile in the EU countries. Thyroid diseases affected more than 650,000 women in 2021 based on a recent report by the Hungarian Central Statistical Office. Despite the high prevalence rates, quality of life in these patients is scarcely researched in Hungary. To fill this gap, this study aims to explore the associations of the quality of life of thyroid patients in Hungary with social support and adherence.

Methods

A cross-sectional study was conducted via an online questionnaire. Data from 885 female Hungarian thyroid patients with pharmacological treatment (M = 35.6 years, SD = 10.7, age range: 18–73 years) were analyzed. Participants were divided into two patient groups based on the type of thyroid disorder: hypothyroidism (n = 824; 93.1%) and hyperthyroidism (n = 61; 6.9%). Group comparisons, correlations, and a mediation model were performed to explore differences between thyroid patients.

Results

No differences were found between patients with different types of thyroid disorders in quality of life, adherence, and social support. Consistent, weak associations were found between quality of life and social support in both patient groups. Higher perceived social support partially explained the relationship between adherence and life quality in thyroid patients. 

Conclusions

No substantial differences were found between patients with different types of thyroid disease in mental well-being indicators. These patients are psychologically more vulnerable and need a socially supportive environment to recover, because higher adherence is associated with a better quality of life, and social support can facilitate this process.

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Introduction

According to the report by the 2010 EuroVaQ, the overall health status of the Hungarian population is poorer than the other European countries which were included [1] and is among the poorest quartile in the EU countries [2]. In 2019, 48% of the Hungarian population had a chronic disease, affecting nearly 5,000,000 people [3]. Moreover, 51% of women had a chronic disease in Hungary [3]. Some chronic diseases are surveyed in Hungary (e.g. psoriasis, rheumatoid arthritis, multiple sclerosis, epilepsy, overactive bladder, asthma, COPD, Parkinson's disease, dementia, diabetes, PCOS, endometriosis) [4,5,6,7,8,9,10,11,12,13,14,15]. However, the population of people living with thyroid disorders is scarcely investigated (e.g., [6, 16,17,18]). The prevalence and incidence rates of disorders based on abnormal thyroid functioning have increased between 1999 and 2021 in Hungary [19]. Even though thyroid disorders can be considered as a public health problem, relatively little attention has been paid to the psychological well-being of these patients in Hungarian research practice. However, the endocrine system, including the thyroid gland, influences a wide range of psychological and somatic mechanisms (e.g., stress level, attention) [20,21,22,23,24,25].

Psychological mechanisms were investigated predominantly in psychiatric disorders. Previous studies have found evidence for the association between thyroid disorders and mental health [23,24,25,26,27,28,29,30,31]. Hypothyroidism has been associated with depression [23, 24, 26,27,28], anxiety [28], bipolar and borderline personality disorder [25, 32]. Similarly, patients diagnosed with Hashimoto's thyroiditis are more likely to develop depression, anxiety, or borderline personality disorder [29, 30, 33]. Hormone markers also predicted the development of unipolar and bipolar depression [34, 35]. Hyperthyroidism was also associated with anxiety [31], bipolar disorder [36]. Additionally, subclinical hyperthyroidism was associated with depressive symptoms [37, 38]. People with hyperthyroidism have increased rates of hospitalization for psychiatric diagnoses both before and after being diagnosed with hyperthyroidism [39]. For instance, women with Graves' disease are at a higher risk for mood disorders and anxiety [36, 40], and depression [41]. Mental health claims as an important role in the course of thyroid disorders.

Quality of life in thyroid patients

The quality of life can be affected by the symptoms experienced by patients diagnosed with Hashimoto's thyroiditis [42], most commonly by mood disturbances and fatigue [43, 44]. There is evidence for the deterioration in life quality, which may not even correlate with hormone levels [43,44,45]. Regulating hormone levels with medication may not be sufficient to manage all the symptoms [46]. Most studies on life quality investigated the effectiveness and impact of hormone replacement, other medication, and surgical removal of the thyroid gland. The effectiveness of hormone replacement has been demonstrated; however, this may also involve many indirect psychological effects. For instance, the normalization of metabolic rate, because of the hormone replacement, can lead to weight loss in hypothyroidism, which improves the quality of life of patients [44, 47,48,49].

Hyperthyroidism was associated with mood disorders [36] sexual disfunctions [32] and reduced quality of life in adults [39, 50]. Some specific symptoms (e.g., Graves-Orbitopathy) can have a severe negative impact on life quality as these symptoms may alter physical appearance (e.g., look and face) [51]. For this purpose, specific health-related quality of life measures are commonly used with thyroid patients [17, 51, 52]. Overall, several studies have demonstrated that all kind of thyroid patients are struggling with psychological challenges, which affects their quality of life and their approach to their condition and treatment, therefore understanding the QoL-related psychological processes would be important among thyroid patients.

Social support

Due to a reduced quality of life, patients could need more social support. In general, the most prominent sources of peer support are family, partner or spouse, and friends [53, 54] but a wider range of culture-specific support groups can be available such as church communities, associations, neighbors, or even doctors and health care providers. Studies found that physical and mental health problems are more common in patients who have no family or who live in isolation [53, 55]. Chronic illnesses are a major source of stress, and emotional support from others can facilitate adaptive coping processes, a sense of importance, that they matter to others and that they are worth healing [53, 56]. In addition, social support can also assist patient education: it contributes to the acquisition, processing and understanding of information about the disease and treatment, which in turn can contribute to the maintenance of health-promoting behaviors [53].

Adherence

Thyroid disorders have many varieties, which require different ways of treatment. The most common type is hypothyroidism, where hormone replacement is needed mostly throughout the life course of the patient [57, 58]. Although synthetic thyroid hormones (a drug commonly used in Hungary is l-thyroxine) are not known to have adverse health effects, a considerable proportion of patients are reluctant to take the prescribed medicines, mostly due to the lack of information [44]. Explaining to them what the medicine they need contains and exactly why they should take it, can usually increase adherence [38, 59]. The complexity of medication can also reduce adherence in hyperthyroidism, as the dosage of the commonly used drugs (methimazole is the most prescribed drug in Hungary) may change during the treatment. Keeping track of all this can be difficult without a proper strategy and help, therefore, it is important to inform patients about their health status to ensure adherence [44, 60, 61]. Indeed, a recent study has shown that non-adherent thyroid patients reported more symptoms of depression, anxiety, and poorer quality of life [61]. Another study on a Belgian sample suggested that hypothyroid patients are not very adherent, but adherence was not correlated with thyroid health [62]. The results are therefore ambiguous in research on thyroid diseases, but results from other chronic diseases suggest that adherence to treatment may play a role in improving quality of life [63,64,65,66,67,68].

The aims of the study

The quality of life of patients living with specific chronic diseases is researched in Hungary [4,5,6,7,8,9,10,11,12,13,14,15]. However, only a few studies have investigated the quality of life of thyroid patients [6, 17], although thyroid disorders affect a considerable proportion of treatment-seeking patients. Exploring the associations between quality of life, adherence, and perceived social support of patients with different thyroid diseases can contribute to a more nuanced understanding of the differences in the psychological characteristics of these patients. In addition to the exploration of group differences (i.e., hypothyroidism [including Hashimoto's thyroiditis] and hyperthyroidism [including Graves' disease]), this study investigates the possible mediating role of social support in the association between adherence and quality of life. Based on the literature [47, 48, 61, 69,70,71,72,73], it is hypothesized that social support will be associated with higher adherence, which in turn is associated with a better quality of life in thyroid patients.

Methods

Participants and procedure

The sample consisted adult Hungarian women with specific thyroid disorders. Participants who had not received psychiatric treatment in the last six months or had not received a psychiatric diagnosis in their life were included in the sample. Data collection was conducted using an online questionnaire. Participants were recruited from various social media platforms including thematic Facebook groups dedicated to thyroid patients, Instagram pages, endocrinologists’ webpages, and thyroid disorder clinics' websites. Data collection started on 4th February 2022 and lasted 42 days. Participation in the study was voluntary and anonymous. Respondents were asked to fill out an informed consent form at the beginning of the questionnaire. In total, 1061 respondents completed the online questionnaire; however, two respondents were under the age of 18 years and one respondent provided inconsistent responses (e.g., aged 112 years). The assessment of adherence is relevant only for patients with reported pharmacological treatment; therefore, patients not reporting ongoing pharmacological treatment at the time of the data collection were excluded from further data analysis (n = 173). Therefore, the final sample consisted of 885 female patients (M = 35.6 years, SD = 10.7, age range: 18–73 years) with diagnosed thyroid disorders based on self-report (i.e., hypothyroidism [n = 824] and hyperthyroidism [n = 61]). Demographic characteristics are presented in Table 1.

Table 1 Demographic characteristics of the thyroid patients (N = 885)

The types of ongoing treatments are presented in Fig. 1. These are overlapping categories; in many cases a patient will receive more than one treatment (13.5% received pharmacological treatment and dietary counselling, 5% received pharmacological treatment and psychological counselling, and 1.3% received all three).

Fig. 1
figure 1

Types of ongoing treatments among participants. No treatment: patients not receiving regular specialist treatment and follow-up from a doctor. Pharmacological treatment: patients receiving medical treatment and follow-up from a doctor. Dietary counseling: patients regularly consulting with a dietician. Psychological counseling: patients regularly consulting with a psychologist

Measures

First, information was gathered on respondents’ sociodemographic characteristics including their age, residence, education, and the type of thyroid disorders (hypothyroidism, hyperthyroidism, Hashimoto's thyroiditis, Graves’ disease).

The Thyroid-Related Quality of Life Measure (ThyPRO) questionnaire measures thyroid-specific quality of life and was validated in Hungarian in 2023 [17]. The original questionnaire contained 85 items and proved to be too long for clinical use, so a shortened version with 39 items was created [74]. An item was included in the ThyPRO assessing an overall quality of life (i.e., “During the past 4 weeks, has your thyroid disease had a negative effect on your quality of life?”), which was used in the present study. This item is rated on a 5-point scale ranging from 0 = ‘Not at all’ to 4 = ‘Very much/Completely’. The item score should be rescaled in the following way: 0 = 0 (no symptoms), 1 = 25, 2 = 50, 3 = 75, 4 = 100 (maximum level of symptoms). For the sake of clarity, scores were reversed in the data analysis; therefore, higher scores reflect higher quality of life.

The Support Dimension Scale (SDS) was developed by Caldwell et al. [75]. The Hungarian version was used in this study [76]. The 11-item SDS measures the extent of perceived social support from different persons including parent, child, spouse/partner, relative, schoolmate, helping professional (e.g., doctor), neighbor, church group, co-worker, helping organization, friend. In the present study, a further category “None” was added, which was coded as “0 = “None at all”. Items are rated on a 4-point Likert-scale ranging from 0 = “Not at all” to 3 = “Very much”. Item scores should be summed to get an overall score. Higher scores indicate more peer support.

The Morisky Medication Adherence Scale measures patients' cooperation (adherence) in their medication [77]. Higher scores indicate lower adherence. The Hungarian version was used in this study [5, 78]. For the sake of clarity, scores were reversed in the data analysis; therefore, higher scores reflect greater adherence. Cronbach's alpha in the present study: 0.663 which is in line with the literature [79,80,81].

Data analysis

SPSS 22 and Mplus 7.4 [82] were used for data analysis. First, based on theoretical considerations [83] two patient groups were created: patients with hypothyroidism (including Hashimoto's thyroiditis, n = 824) and patients with hyperthyroidism (including patients with Graves’ disease, n = 61). As all study-variables were measured on an ordinal scale, Mann–Whitney U test was conducted for group comparisons. Spearman rank-order correlations were used to explore the associations between study-variables in the two patient groups. Bonferroni correction was applied for multiple testing. Therefore, the p-value was set at p < 0.01 for group comparisons and correlations. Finally, mediation analysis was performed [84]. As all study-variables was either a single-item variable (i.e., quality of life) or a set of items for which internal consistency is not interpretable (i.e., source of social support), observed variables were included in the mediation model. Therefore, a fully saturated model was estimated with fit indices set to χ2 = 0; df = 0, Comparative Fit Index (CFI) = 1.00; Tucker-Lewis Index (TLI) = 1.00; Root-Mean-Square Error of Approximation (RMSEA) = 0.00 by default. A robust weight least squares estimator with mean and variance adjusted statistics (WLSMV) was used, which is appropriate for ordinal variables [85]. Missing data were treated applying listwise deletion, which is the default when using a WLSMV estimator in Mplus. Indirect effects were calculated using 95% bias-corrected bootstrapped confidence intervals based on 10,000 replication samples [86]. Appropriate sample size for the mediation analysis was determined at 377 participants, which allows to detect small-to-medium mediation paths (β = 0.14–0.26) at 0.8 power [87].

Results

Descriptive statistics of thyroid patients

The vast majority of the sample consisted of patients with hypothyroidism (n = 824; 93.1%, including Hashimoto thyroiditis), while only 6.9% (n = 61) of patients reported hyperthyroidism (including Graves’ disease). 31.7% had been living with the disease for 1–4 years, 28.9% for 5–9 years, and 22.1% for 10–19 years. Only a small proportion of patients reported living with the disease for less than 1 year (10%) or for more than 20 years (7.4%). The three most common symptoms patients experienced during their illness were difficulty sleeping (n = 702; 79.3%), weakness (n = 755; 85.3%) and fatigue (n = 861; 97.3%).

Comparisons between thyroid patient groups

Mann–Whitney U test was conducted to explore possible differences across thyroid patient groups in adherence, quality of life, and social support (see Table 2). No significant difference was found in adherence, quality of life, or social support among the two patient groups.

Table 2 Mann–Whitney U tests across thyroid patient groups based on adherence, quality of life, and social support

Associations between adherence, quality of life, and social support in thyroid patient groups

Spearman rank-order correlations were conducted to explore the associations between adherence, quality of life, and social support in different thyroid patient groups (see Table 3). Higher perceived social support was associated with better life quality in patient groups living with hypothyroidism and hyperthyroidism. These associations were generally weak. Moreover, higher adherence was associated with better life quality in patients with hypothyroidism. However, this association was also weak. Adherence was unrelated to social support in both patient groups. However, the limited sample size could explain the lack of associations with adherence in patients with hyperthyroidism.

Table 3 Zero-order correlations between adherence, quality of life, and social support in thyroid patient groups

Testing the mediator role of social support in the relationship between adherence and quality of life in thyroid patients

In the final step, mediation analysis was performed in which social support was included as a mediator variable between adherence and quality of life. The mediation was performed using the total sample of thyroid patients, irrespective of their disease, as no significant difference was found in key variables between patients in preceding group comparisons. Furthermore, the limited sample size of patients with hyperthyroidism (n = 61) did not allow for model construction based on the preceding power calculation (required sample size = 377).

Weak, positive associations were found between adherence, social support, and quality of life (see Fig. 2). Greater adherence was associated with higher social support (β = 0.10; 95% CI = 0.03; 0.16]; p = 0.004), which in turn was associated with a better quality of life (β = 0.29; 95% CI = 0.23; 0.35]; p < 0.001). The direct association between adherence and quality of life was again weak (β = 0.15; 95% CI = 0.08; 0.22]; p < 0.001). The total effect was β = 0.18; 95% CI = [0.11; 0.25]; p < 0.001, while the total indirect effect was β = 0.03; 95% CI = [0.01; 0.05]; p = 0.006. Overall, the model explained only a small proportion of variance of quality of life (11%). Partial mediation was demonstrated.

Fig. 2
figure 2

The mediating role of social support in the association between adherence and quality of life among thyroid patients with pharmacological treatment (n = 867). Standardized regression coefficients (βs) are presented in the figure. Boldfaced paths are significant at p < 0.01

Discussion

The present study aimed to explore the quality of life of women with thyroid disorders in Hungary, and to explore possible factors that might have contributed to quality of life in these patients. No substantial differences were found in adherence, social support, and quality of life across patients with different types of thyroid diseases (i.e., hypothyroidism and hyperthyroidism). Weak but consistent associations were found between these factors. Moreover, higher perceived social support partially mediated the relationship between adherence and better quality of life. These findings highlight the importance of supporting mental health care of thyroid patients, as mental and physical health are closely related. Our findings also point out that thyroid patients may not differ considerably in some fundamental psychological resources. The difference in quality of life between the two patient groups was suggested by the literature due to different symptoms of the diseases [57]. However, no substantial difference was found between these patients in terms of adherence, social support, and quality of life. Although the investigated disorders have different symptoms, it seems they have a similar overall negative impact on quality of life [43, 44]. For instance, hypothyroidism is associated with weight gain due to decreased metabolic rate, whereas hyperthyroidism is associated with rapid weight loss. Both processes affect patients' appearance, which can influence psychological well-being and quality of life. Similarly, cold sensitivity in hypothyroidism and increased sweating in hyperthyroidism affect temperature regulation and cause unusual body sensations, can have different effects, but both could reduce quality of life. Moreover, some core symptoms are characteristic to both hyperthyroidism and hypothyroidism such as hair loss, mood instability, anxiety, fatigue, sleep disturbances, or period disorders [24, 57, 58, 88,89,90]. Therefore, thyroid patients with different types of disorders need increased social support, as symptoms manifest in similar psychological and physical processes (e.g., acceptance of changes in appearance, fertility, and femininity).

Positive association between quality of life and social support was demonstrated, which is consistent with the literature [53, 60, 91]. Higher adherence and better quality of life were also associated, which is also in line with previous findings [92]. However, group differences were found in patients diagnosed with hyperthyroidism: higher levels of adherence and social support were not associated with better quality of life. This contradicts previous findings suggesting that higher social support improves the quality of life. However, it is likely that the small sample size of this patient group does not allow for meaningful comparisons.

Adherence, quality of life, and social support were positively associated in patients with hypothyroidism in this study. Additionally, the relationship between adherence and quality of life was partially mediated by social support. Adherence, amplified by social support, can contribute to the quality of life [53, 93]. The present results suggest that thyroid patients need to mobilize not only their own resources but also their social network to achieve a successful therapy and recover from their illnesses. This systems approach is used in community psychiatric care for people with mental illnesses not only in Hungary [94], but in other countries for the therapy of different chronic illnesses: diabetes [69], polycystic ovary syndrome [70], inflammatory bowel disease [95].

One of the strengths of the present study is that it is among the first studies on the quality of life of thyroid patients in Hungary, using a relatively large sample size of thyroid patients. However, there are some limitations that need to be mentioned. First, the recruitment of respondents was carried out on social media platforms which has been suggested to disproportionately favor more dissatisfied patients, therefore, clinical samples could be a more appropriate population for examining these associations. The present sample is not representative of thyroid patients, and reports of their illnesses were based on self-report which could lead to cross-contamination too between the patient groups. We could not exclude the patients who are receiving special treatments, such as surgery or I131 or who don’t receive treatment at all (e. g. watchful waiting in subclinical cases). Second, the subsample of patients with hyperthyroidism comprised only 61 participants. Therefore, estimations performed on this group is underpowered and clearly explorative. Future research should confirm these results using larger sample sizes. Another important limitation concerns the lack of information on the thyroid function (i.e., TSH levels) of patients, which has been identified as the strongest predictor of life quality among thyroid patients [96]. Due to the self-report nature of the present research, recalling medical information could possibly lead to biased reports, which could raise severe credibility concerns. Nevertheless, the lack of data on TSH levels further undermines the generalizability of the present results. Finally, the study is cross- sectional, which does not allow for clear conclusions regarding causality.

Conclusion

The quality of life of Hungarian women with thyroid disorders can be affected by the perceived social support, which can strengthen the relationship between adherence and life quality. Patients with thyroid disorders need a socially supportive environment to help them recover, maintain their disorder and their physical and mental health.

Implication for practice

An important objective of healthcare is to improve the quality of life of chronic patients and contribute to increase life expectancy. It has a special importance not only for patients, their families, and doctors, but has relevance for the broader society [97]. This study found further evidence that adherence is associated with improved quality of life, and social support can contribute to this association. Psychologists can play a key role in increasing adherence by providing patient education and decrease concerns about medication by strengthening the trust in primary healthcare providers. They can also play a role in increasing social support in patients' lives, both in individual sessions and in group therapy for thyroid patients. Finally, mental health professionals can help patients cope with the physical and psychological symptoms of thyroid diseases by applying stress management techniques, improving their confidence and self-esteem, and help them maintain emotional stability. This study underlines the importance of social support in the relationship between adherence and quality of life and contributes to the growing literature of women’s health. The practical relevance of exploring thyroid patients’ mental health is clear: improving patients' quality of life, restoring their sense of control, and developing adaptive coping strategies can take a significant burden off the healthcare system and improve patients' physical and mental health [97].

Availability of data and materials

The dataset is available from the corresponding author on reasonable request.

References

  1. Donaldson C, Baker R, Mason H, Pennington M, Bell S, et al. European Value of a Quality Adjusted Life Year. Government Report. 2010.

    Google Scholar 

  2. OECD/European Union. Health at a Glance: Europe 2022: State of Health in the EU Cycle. Paris: OECD Publishing; 2022.

    Google Scholar 

  3. Hungarian Central Statistical Office. 2019. éviEurópailakosságieredményei. Hungarian Central Statistical Office. 2019. https://www.ksh.hu/docs/hun/xftp/idoszaki/elef/te_2019/index.html. Accessed 10 Aug 2023.

  4. Márki G, Bokor A, Rigó J, Rigó A. Physical pain and emotion regulation as the main predictive factors of health-related quality of life in women living with endometriosis. Hum Reprod. 2017;32(7):1432–8.

    Article  PubMed  Google Scholar 

  5. Ágh T, Inotai A, Mészáros Á. Factors associated with medication adherence in patients with chronic obstructive pulmonary disease. Respiration. 2011;82(4):328–34.

    Article  PubMed  Google Scholar 

  6. Biró E, Szekanecz Z, Czirj́k L, Dankó K, Kiss E, Szabó NA, et al. Association of systemic and thyroid autoimmune diseases. Clin Rheumatol. 2006;25(2):240-5.

  7. Herédi E, Rencz F, Balogh O, et al. Exploring the relationship between EQ-5D, DLQI and PASI, and mapping EQ-5D utilities: a cross-sectional study in psoriasis from Hungary. Eur J Health Econ. 2014;15(Suppl. 1):S111–9.

    Article  PubMed  Google Scholar 

  8. Hegedüs K, Kárpáti J, Szombathelyi É, Simó M. Association between depression and cognitive decline in sclerosis multiplex patients. Neuropsychopharmacol Hung. 2015;17(1):31–6.

    PubMed  Google Scholar 

  9. Lám J, Rózsavölgyi M, Soós Gy, Vincze Z, Rajna P. Quality of life of patients with epilepsy (Hungarian survey). Seizure. 2001;10(2):100–6.

    Article  PubMed  Google Scholar 

  10. Meszaros A, Orosz M, Magyar P, et al. Evaluation of asthma knowledge and quality of life in Hungarian asthmatics. Allergy. 2003;58(7):624–8.

    Article  CAS  PubMed  Google Scholar 

  11. Brodszky V, Gulácsi L, Majoros A, Piróth C, Böszörményi-Nagy G, et al. PUK7 Cost of Illness of Overactive Bladder Syndrome in HungaryResearch. Value in Health. 2012;15(7):PA456.

    Article  Google Scholar 

  12. Tamás G, Gulácsi L, Bereczki D, et al. Quality of life and costs in Parkinson’s disease: a cross sectional study in Hungary. PLoS ONE. 2014;9(9):e107704.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Heim S, Busa C, Pozsgai É, Csikós Á, Papp E, Pákáski M, et al. Hungarian general practitioners’ attitude and the role of education in dementia care. Prim Health Care Res Dev. 2019;20:e92. Cambridge University Press.

  14. Vincze A, Losonczi A, Stauder A. The validity of the diabetes self-management questionnaire (DSMQ) in Hungarian patients with type 2 diabetes. Health Qual Life Outcomes. 2020;18:344.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Micskei O, Deli T, Jakab, Bugán A. Body image and quality of life in women with polycystic ovary syndrome. Orv Hetil. 2014;155(27):1071–7.

    Article  PubMed  Google Scholar 

  16. Berta E, Lengyel IM, Hegedűs L, Papini E, Perros P, et al. Use of thyroid hormones in hypothyroid and euthyroid patients. A THESIS questionnaire survey of Hungarian physicians. Orv Hetil. 2022;163(12):463–72.

    Article  PubMed  Google Scholar 

  17. Rigó A, Malkov K, Szabó A, Bognár VK, Urbán R. Adaptation and validation of the Hungarian version of Thyroid-Related Patient-Reported Outcome-39 (ThyPro-39) questionnaire: testing factor structure, known-group validity with the comparison of quality of life in Hashimoto’s thyroiditis and Graves’ disease. J Patient Rep Outcomes. 2023;7(1):1–10.

    Article  Google Scholar 

  18. Kollerits E, Matuszka B. Egyespajzsmirigybetegségekésazimpulzivitás, azagresszivitás, valamintazérzelmilabilitásösszefüggéseinekvizsgálatamagyarnőkkörében. AlkalmazottPszichológia. 2021;4:7–28.

    Google Scholar 

  19. Hungarian Central Statistical Office. Hungarian Central Statistical Office Database: Main diseases of people aged 19 and over registered by general practitioners. https://statinfo.ksh.hu/Statinfo/index.jsp. Accessed 10 Aug 2023.

  20. Urmi SJ, Begum SR, Fariduddin M, Begum SA, Mahmud T, Banu J, et al. Hypothyroidism and its Effect on Menstrual Pattern and Fertility. Mymensingh Med J. 2015;24(4):765–9.

    CAS  PubMed  Google Scholar 

  21. Koyyada A, Orsu P. Role of hypothyroidism and associated pathways in pregnancy and infertility: Clinical insights. Tzu Chi Med J. 2020;32(4):312–7.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Nexø MA, Watt T, Cleal B, Hegedüs L, Bonnema SJ, Rasmussen ÅK, et al. Exploring the experiences of people with hypo- and hyperthyroidism. Qual Health Res. 2015;25(7):945–53.

    Article  PubMed  Google Scholar 

  23. Bauer M, Goetz T, Glenn T, Whybrow PC. The thyroid-brain interaction in thyroid disorders and mood disorders. J Neuroendocrinol. 2008;20(10):1101–14.

    Article  CAS  PubMed  Google Scholar 

  24. Constant EL, Adam S, Seron X, Bruyer R, Seghers A, Daumerie C. Anxiety and depression, attention, and executive functions in hypothyroidism. J Int Neuropsychol Soc. 2005;11(5):535–44.

    Article  CAS  PubMed  Google Scholar 

  25. Calento A, Ammendola S, Apuzzo M, Kusmann F, Morlino M. P-386 - Relationship between thyroid dysfunctions and psychiatric disorders: a retrospective study in a university psychiatric service. Eur Psychiatry. 2012;27(Suppl 1):1.

    Article  Google Scholar 

  26. Zavareh AT, Jomhouri R, Bejestani HS, Arshad M, Daneshmand M, Ziaei H, et al. Depression and hypothyroidism in a population-based study of Iranian women. Rom J Intern Med. 2016;54(4):217–21.

    PubMed  Google Scholar 

  27. Guimarães JMN, de Souza LC, Baima J, Sichieri R. Depression symptoms and hypothyroidism in a population-based study of middle-aged Brazilian women. J Affect Disord. 2009;117(1–2):120–3.

    Article  PubMed  Google Scholar 

  28. Almeida C, Brasil MA, Leal Costa AJ, Reis FAA, Reuters V, Teixeira P, et al. Subclinical hypothyroidism: psychiatric disorders and symptoms. Braz J Psychiatry. 2007;29(2):157–9.

    Article  PubMed  Google Scholar 

  29. Geracioti TD, Kling MA, Post RM, Gold PW. Antithyroid antibody-linked symptoms in borderline personality disorder. Endocrine. 2003;21(2):153–8.

    Article  CAS  PubMed  Google Scholar 

  30. Kirim S, Keskek SÖ, Köksal F, Haydardedeoglu FE, Bozkirli E, Toledano Y. Depression in patients with euthyroid chronic autoimmune thyroiditis. Endocr J. 2012;59(8):705–8.

    Article  CAS  PubMed  Google Scholar 

  31. Demet MM, Özmen B, Deveci A, Boyvada S, Adıgüzel H, Aydemir Ö. Depression and anxiety in hyperthyroidism. Arch Med Res. 2002;33(6):552–6.

    Article  PubMed  Google Scholar 

  32. Bates JN, Kohn TP, Pastuszak AW. Effect of thyroid hormone derangements on sexual function in men and women. Sexual Medicine Reviews. Sex Med Rev. 2020;8(2):217–30.

    Article  PubMed  Google Scholar 

  33. Siegmann EM, Müller HHO, Luecke C, Philipsen A, Kornhuber J, Grömer TW. Association of depression and anxiety disorders with autoimmune thyroiditis: a systematic review and meta-analysis. JAMA Psychiat. 2018;75(6):577–84.

    Article  Google Scholar 

  34. Degner D, Haust M, Meller J, Rüther E, Reulbach U. Association between autoimmune thyroiditis and depressive disorder in psychiatric outpatients. Eur Arch Psychiatry Clin Neurosci. 2015;265(1):67–72.

    Article  PubMed  Google Scholar 

  35. Pop VJ, Maartens LH, Leusink G, van Son MJ, Knottnerus AA, Ward AM, et al. Are Autoimmune thyroid dysfunction and depression related? J Clin Endocrinol Metab. 1998;83(9):3194–7.

    CAS  PubMed  Google Scholar 

  36. Hu LY, Shen CC, Hu YW, Chen MH, Tsai CF, et al. Hyperthyroidism and risk for bipolar disorders: a nationwide population-based study. PLoS ONE. 2013;8(8):e73057.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Blum MR, Wijsman LW, Virgini VS, Bauer DC, den Elzen WPJ, Jukema JW, et al. Subclinical thyroid dysfunction and depressive symptoms among the elderly: a prospective cohort study. Neuroendocrinology. 2016;103(3–4):291–9.

    Article  CAS  PubMed  Google Scholar 

  38. Hong JW, Noh JH, Kim DJ. Association between subclinical thyroid dysfunction and depressive symptoms in the Korean adult population: the 2014 Korea National Health and Nutrition Examination Survey. PLoS ONE. 2018;13(8):e0202258.

    Article  PubMed  PubMed Central  Google Scholar 

  39. Brandt F, Thvilum M, Almind D, Christensen K, Green A, Hegedüs L, et al. Hyperthyroidism and psychiatric morbidity: Evidence from a Danish nationwide register study. Eur J Endocrinol. 2014;170(2):341–8.

    Article  CAS  PubMed  Google Scholar 

  40. Bunevicius R, Velickiene D, Prange AJ. Mood and anxiety disorders in women with treated hyperthyroidism and ophthalmopathy caused by Graves’ disease. Gen Hosp Psychiatry. 2005;27(2):133–9.

    Article  PubMed  Google Scholar 

  41. Bové KB, Watt T, Vogel A, Hegedüs L, Bjoerner JB, Groenvold M, et al. Anxiety and depression are more prevalent in patients with graves’ disease than in patients with nodular goitre. Eur Thyroid J. 2014;3(3):173–8.

    Article  PubMed  PubMed Central  Google Scholar 

  42. Bektas Uysal H, Ayhan M. Autoimmunity affects health-related quality of life in patients with Hashimoto’s thyroiditis. Kaohsiung J Med Sci. 2016;32(8):427–33.

    Article  PubMed  Google Scholar 

  43. Groenewegen KL, Mooij CF, van Trotsenburg ASP. Persisting symptoms in patients with Hashimoto’s disease despite normal thyroid hormone levels: does thyroid autoimmunity play a role? A systematic review. J TranslAutoimmun. 2021;4:100101.

    CAS  Google Scholar 

  44. Rigó A. A Hashimoto-pajzsmirigygyulladásegészségpszichológiaimegközelítésben. In: Csabai M, Papp-Zipernovszky O, Sallay V, editors. Pszichológusok a betegellátásban. Szegedi EgyetemiKiadó; 2022. p. 81–96.

  45. Ott J, Promberger R, Kober F, Neuhold N, Tea M, Huber JC, et al. Hashimoto’s thyroiditis affects symptom load and quality of life unrelated to hypothyroidism: a prospective case-control study in women undergoing thyroidectomy for benign goiter. Thyroid. 2011;21(2):161–7.

    Article  PubMed  Google Scholar 

  46. Kharrazian D. Why Do I Still Have Thyroid Symptoms?: When My Lab Tests are Normal : a Revolutionary Breakthrough in Understanding Hashimoto’s Disease and Hypothyroidism. USA: Elephant Press LP; 2009.

  47. Al Quran T, Bataineh Z, Al-Mistarehi AH, Okour A, Beni Yonis O, Khassawneh A, et al. Quality of life among patients on levothyroxine: a cross-sectional study. Ann Med Surg. 2020;60:182–7.

    Article  Google Scholar 

  48. Tariq A, Wert Y, Cheriyath P, Joshi R. Effects of long-term combination LT4 and LT3 therapy for improving hypothyroidism and overall quality of life. South Med J. 2018;111(6):363–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Romero-gómez B, Guerrero-Alonso P, Carmona-Torres JM, Pozuelo-Carrascosa DP, Laredo-Aguilera JA, Cobo-Cuenca AI. Health-related quality of life in levothyroxine- treated hypothyroid women and women without hypothyroidism: a case–control study. J Clin Med. 2020;9(12):3864.

    Article  PubMed  PubMed Central  Google Scholar 

  50. Brandt F, Thvilum M, Hegedüs L, Brix TH. Hyperthyroidism is associated with work disability and loss of labour market income. A Danish register-based study in singletons and disease-discordant twin pairs. Eur J Endocrinol. 2015;173(5):595–602.

    Article  CAS  PubMed  Google Scholar 

  51. Lee THB, Sundar G. Quality of life in thyroid eye disease: a systematic review. Ophthalmic plastic and reconstructive surgery. Ophthalmic PlastReconstr Surg. 2020;36(2):118–26.

    Article  Google Scholar 

  52. Cramon P, Winther KH, Watt T, Bonnema SJ, Bjorner JB, Ekholm O, et al. Quality-of-life impairments persist six months after treatment of graves’ hyperthyroidism and toxic nodular goiter: a prospective cohort study. Thyroid. 2016;26(8):1010–8.

    Article  CAS  PubMed  Google Scholar 

  53. Papp-Zipernovszky O, Kékesi MZ, Jámbori SZ. Validation of the Hungarian version of Multidimensional Scale of Perceived Social Support. Mentalhigiene es Pszichoszomatika. 2017;18(3):230–62.

    Article  Google Scholar 

  54. Helgeson VS. Socialsupport and quality of life. Qual Life Res. 2003;12(Suppl 1):25–31.

    Article  PubMed  Google Scholar 

  55. Triana R, Keliat BA, Sulistiowati NMD. The relationship between self-esteem, family relationships and social support as the protective factors and adolescent mental health. Humanit Soc Sci Rev. 2019;7(1):41–7.

    Google Scholar 

  56. Luszczynska A, Pawlowska I, Cieslak R, Knoll N, Scholz U. Social support and quality of life among lung cancer patients: a systematic review. Psychooncology. 2013;22(10):2160–8.

    Article  PubMed  Google Scholar 

  57. Moini J, Pereira K, Samsam M. Epidemiology of Thyroid Disorders. Netherlands: Elsevier; 2020:116–152.

  58. Vitti P, Hegedüs L. Thyroid Diseases. Switzerland: Springer Cham; 2018.

  59. Wertheimer AI, Santella TM. Medication noncompliance: What we know, what we need to learn. FABAD J Pharm Sci. 2003;28:207–14.

    Google Scholar 

  60. Rigó A, KökönyeiGy. Az életminőséggelkapcsolatosfőszakirodalmikérdésekkrónikusszomatikusbetegséggelélőkkörében. AlkalmazottPszichológia. 2014;4:5–14.

  61. Anaforoglu I, Sancak S, Akbas EM, Oruk GG, Canat M, Tezcan KA, et al. Effects of treatment adherence on quality of life in hypoparathyroid patients. Exp Clin Endocrinol Diabetes. 2021;129(12):918–25.

    Article  CAS  PubMed  Google Scholar 

  62. Mehuys E, Lapauw B, T’Sjoen G, Christiaens T, De Sutter A, Steurbaut S, Van Tongelen I, Boussery K. Investigating levothyroxine use and its association with thyroid health in patients with hypothyroidism: a community pharmacy study. Thyroid. 2023;33(8):918–26.

    Article  CAS  PubMed  Google Scholar 

  63. Alsaqabi YS, Rabbani U. Medication adherence and its association with quality of life among hypertensive patients attending primary health care centers in Saudi Arabia. Cureus. 2020;12(12):e11853.

    PubMed  PubMed Central  Google Scholar 

  64. Khayyat SM, Mohamed MMA, Khayyat SMS, Hyat Alhazmi RS, Korani MF, Allugmani EB, Saleh SF, Mansouri DA, Lamfon QA, Beshiri OM, Abdul HM. Association between medication adherence and quality of life of patients with diabetes and hypertension attending primary care clinics: a cross-sectional survey. Qual Life Res. 2019;28(4):1053–61.

    Article  PubMed  Google Scholar 

  65. Hayhurst KP, Drake RJ, Massie JA, Dunn G, Barnes TRE, Jones PB, et al. Improved quality of life over one year is associated with improved adherence in patients with schizophrenia. Eur Psychiatry. 2014;29(3):191–6. Cambridge University Press.

    Article  CAS  PubMed  Google Scholar 

  66. Avlonitou E, Kapsimalis F, Varouchakis G, et al. Adherence to CPAP therapy improves quality of life and reduces symptoms among obstructive sleep apnea syndrome patients. Sleep Breath. 2012;16(2):563–9.

    Article  PubMed  Google Scholar 

  67. Alfian SD, Sukandar H, Lestari K, et al. Medication adherence contributes to an improved quality of life in type 2 diabetes mellitus patients: a cross-sectional study. Diabetes Ther. 2016;7(4):755–64.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  68. World Health Organization. Adherence to long-term therapies: evidence for action. World Health Organization. 2003. https://apps.who.int/iris/handle/10665/42682. Accessed 10 Aug 2023.

  69. Heisler M. Different models to mobilize peer support to improve diabetes self-management and clinical outcomes: evidence, logistics, evaluation considerations and needs for future research. Fam Pract. 2010;27(Suppl 1):i23–32.

    Article  PubMed  Google Scholar 

  70. Avery J, Ottey S, Morman R, Cree-Green M, Gibson-Helm M. Polycystic ovary syndrome support groups and their role in awareness, advocacy and peer support: a systematic search and narrative review. Curr Opin Endocr Metab Res. 2020;12:98–104.

    Article  Google Scholar 

  71. Conaglen HM, Tamatea JAU, Conaglen JV, Elston MS. Treatment choice, satisfaction and quality of life in patients with Graves’ disease. Clin Endocrinol (Oxf). 2018;88(6):977–84.

    Article  CAS  PubMed  Google Scholar 

  72. Büttner M, Locati LD, Pinto M, Araújo C, Tomaszewska IM, Kiyota N, et al. Quality of life in patients with hypoparathyroidism after treatment for thyroid cancer. J Clin Endocrinol Metab. 2020;105(12):dgaa597.

    Article  PubMed  Google Scholar 

  73. Djurovic M, Pereira AM, Smit JWA, Vasovic O, Damjanovic S, Jemuovic Z, et al. Cognitive functioning and quality of life in patients with Hashimoto thyroiditis on long-term levothyroxine replacement. Endocrine. 2018;62(1):136–43.

    Article  CAS  PubMed  Google Scholar 

  74. Watt T, Barbesino G, Bjorner JB, Bonnema SJ, Bukvic B, Drummond R, et al. Cross-cultural validity of the thyroid-specific quality-of-life patient-reported outcome measure, ThyPRO. Qual Life Res. 2015;24(3):769–80.

    Article  PubMed  Google Scholar 

  75. Caldwell RA, Pearson JL, Chin RJ. Stress-moderating effects: social support in the context of gender and locus of control. Pers Soc Psychol Bull. 1987;13(1):5–17.

    Article  Google Scholar 

  76. Kopp M, Skrabski Á, Czakó L. Összehasonlítómentálhigiénésvizsgálatokhozajánlottmódszertan. Végeken. 1990;1(2):4–24.

    Google Scholar 

  77. Morisky DE, Green LW, Levine DM. Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care. 1986;24(1):67–74.

    Article  CAS  PubMed  Google Scholar 

  78. GOKI. Adherencia – a betegekterápiásegyüttműködésénekjavításilehetőségei. Gottsen György Országos KardiológiaiIntézet (GOKI). 2019. https://gokvi.hu/sites/default/files/file/2020/07/06/3G_Adherencia%20-%20a%20betegek%20ter%C3%A1pi%C3%A1s%20egy%C3%BCttm%C5%B1k%C3%B6d%C3%A9s%C3%A9nek%20jav%C3%ADt%C3%A1si%20lehet%C5%91s%C3%A9gei.pdf. Accessed 10 Aug 2023.

  79. Sakthong P, Chabunthom R, Charoenvisuthiwongs R. Psychometricproperties of the Thai version of the 8-item MoriskyMedicationAdherenceScale in patientswithtype 2 diabetes. Ann Pharmacother. 2009;43(5):950–7.

    Article  PubMed  Google Scholar 

  80. de Oliveira-Filho AD, Morisky DE, Neves SJ, Costa FA, de Lyra, DPJr. The 8-item Morisky Medication Adherence Scale: validation of a Brazilian-Portuguese version in hypertensive adults. Res Social Adm Pharm. 2014;10(3):554–61.

  81. Moharamzad Y, Saadat H, NakhjavanShahraki B, Rai A, Saadat Z, Aerab-Sheibani H, Naghizadeh MM, Morisky DE. Validation of the Persian Version of the 8-Item Morisky Medication Adherence Scale (MMAS-8) in Iranian Hypertensive Patients. Global J Health Sci. 2015;7(4):173–83.

    Article  Google Scholar 

  82. Muthén L, Muthén B. Mplus User’s Guide. (8th ed.). 2017. https://www.statmodel.com/download/usersguide/MplusUserGuideVer_8.pdf. Accessed 10 Aug 2023.

  83. Taylor PN, Albrecht D, Scholz A, Gutierrez-Buey G, Lazarus JH, Dayan CM, Okosieme OE. Global epidemiology of hyperthyroidism and hypothyroidism. Nat Rev Endocrinol. 2018;14(5):301–16.

    Article  PubMed  Google Scholar 

  84. Cohen J. Statistical Power Analysis for the Behavioral Sciences. Hilsdale: Lawrence Earlbaum Associates; 1988.

  85. Finney SJ, DiStefano C. Non-normal and categorical data in structural equation modeling. In: Hancock GR, Mueller RO, editors. Structural equation modeling: a second course. 2nd ed. Information Age Publishing; 2013. p. 439–92.

    Google Scholar 

  86. Schellenberg BJ, Bailis DS. The two roads of passionate goal pursuit: links with appraisal, coping, and academic achievement. Anxiety Stress Coping. 2016;29(3):287–304.

    Article  PubMed  Google Scholar 

  87. Fritz MS, MacKinnon DP. Required sample size to detect the mediated effect. Psychol Sci. 2007;18(3):233–9.

    Article  PubMed  Google Scholar 

  88. GülsoyKirnap N, Turhan İyidir Ö, Bozkuş Y, Işildak ŞM, Anil C, Firat SN, et al. The effect of iatrogenic subclinical hyperthyroidism on anxiety, depression and quality of life in differentiated thyroid carcinoma. Turk J Med Sci. 2020;50(4):870–6.

    Article  Google Scholar 

  89. Fischer S, Ehlert U. Hypothalamic–pituitary–thyroid (HPT) axis functioning in anxiety disorders. A systematic review. Depress Anxiety. 2018;35(1):98–110.

    Article  CAS  PubMed  Google Scholar 

  90. Pápai A, Coșa LE, Cozma MM, Mihai A. The role of coping strategies, depression and anxiety in thyroid disease. Orv Hetil. 2021;162(7):262–8.

    Article  PubMed  Google Scholar 

  91. Kovács E, Pikó B. Nem hagyományosegészségvédőfaktorokjelentősége: Család, társastámogatás, egészség. Hippocrates. 2007;3:91–4.

    Google Scholar 

  92. Recker S, Voigtländer R, Viehmann A, Dunschen K, Kerp H, Frank-Raue K, et al. Thyroid Related Quality of Life in Elderly with Subclinical Hypothyroidism and Improvement on Levothyroxine is Distinct from that in Young Patients (TSAGE). Horm Metab Res. 2019;51(9):568–74.

    Article  CAS  PubMed  Google Scholar 

  93. Kent de Grey R, Berg C, Tracy E, Kelly C, Lee J, Litchman M, Butner J, Munion AK, Helgeson V. Can’t you see I’m trying to help? Relationship satisfaction and the visibility and benefit of social support in type 1 diabetes. J Soc Pers Relat. 2021;38:805–24.

    Article  Google Scholar 

  94. Bulyáki T, Harangozó J. A közösségipszichiátriakézikönyve. Budapest: ÉbredésekAlapítvány; 2018.

    Google Scholar 

  95. Haapamäki J, Heikkinen E, Sipponen T, Roine RP, Arkkila P. The impact of an adaptation course on health-related quality of life and functional capacity of patients with inflammatory bowel disease. Scand J Gastroenterol. 2018;53(9):1074–8.

    Article  PubMed  Google Scholar 

  96. Morón-Díaz M, Saavedra P, Alberiche-Ruano MP, Rodríguez-Pérez CA, López-Plasencia Y, Marrero-Arencibia D, González-Lleó AM, Boronat M. Correlation between TSH levels and quality of life among subjects with well-controlled primary hypothyroidism. Endocrine. 2021;72(1):190–7.

    Article  PubMed  Google Scholar 

  97. Megari K. Quality of life in chronic disease patients Quality of life. Health Psychol Res. 2013;1(3):e27.

    Article  PubMed  PubMed Central  Google Scholar 

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Open access funding provided by Eötvös Loránd University. EK was supported by the ÚNKP-21–2 New National Excellence Program of the Ministry for Innovation and Technology from the source of the National Research, Development and Innovation Fund.

ÁZ was supported by the ÚNKP-22–4 New National Excellence Program of the Ministry for Culture and Innovation from the source of the National Research, Development and Innovation Fund.

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EK has made substantial contributions to the conception, design of the work, the analysis, the interpretation of data, and the discussion. AZs has made substantial contributions to the conception, the acquisition, the analysis, the interpretation of data, drafted the work and substantively revised it. BM has made substantial contributions to the conception the acquisition, the analysis, the interpretation of data, drafted the work and substantively revised it.  All authors read and approved the final manuscript. All authors agreed both to be personally accountable for their own contributions and to ensure that questions related to the accuracy or integrity of any part of the work, even ones in which the author was not personally involved, are appropriately investigated, resolved, and the resolution documented in the literature.

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Kollerits, E., Zsila, Á. & Matuszka, B. Quality of life, social support, and adherence in female patients with thyroid disorders. BMC Women's Health 23, 567 (2023). https://doi.org/10.1186/s12905-023-02718-0

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