Simplicity, complexity, and the standardized mean difference between two independent groups.

  • Abstract
  • Literature Map
  • Similar Papers
Abstract
Translate article icon Translate Article Star icon
Take notes icon Take Notes

A standardized effect size for the mean difference between two independent groups is frequently reported in published research. But its conceptual simplicity masks underlying complexities in both form and usage. Three types of effect sizes commonly used in research are considered (two proposed by Jacob Cohen and one by Gene Glass). All three suffer from what is called "the curse of the standardizer" under variance heterogeneity. Previous rationales for preferring Glass's Δ when group variances are unequal are critically reviewed. It is argued that the twin problems of (a) bias in all three effect sizes under violations of assumptions and (b) poor coverage rates in existing confidence interval estimators represent greater threats to valid inference than misplaced preferences for one type of effect size. A new heteroscedastic-consistent interval estimator is proposed for all three effect sizes under misspecification of assumptions to address shortcomings in existing confidence intervals. Its accuracy and robustness under varying levels of empirically guided non-normality are shown to be superior to existing large-sample normal confidence intervals proposed by Hedges (1981) and Bonett (2008). Bias in effect sizes is found to be widespread under non-normality. It may result in misleading inferences about the size of an effect in many instances. Glass's Δ is found to be problematic under its recommended conditions. Improved bias-correction for estimates under non-normality is an important focus for future research. The overall findings point to limited validity in inferences when using these three effect sizes in many research conditions commonly encountered in practice. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

Similar Papers
  • Research Article
  • Cite Count Icon 404
  • 10.1002/14651858.cd003236.pub2
Exercise training for adults with chronic kidney disease.
  • Oct 5, 2011
  • The Cochrane database of systematic reviews
  • Susanne Heiwe + 1 more

Chronic kidney disease (CKD) is a worldwide public health problem. In the National Kidney Foundation Disease Outcomes Quality Initiative guidelines it is stressed that lifestyle issues such as physical activity should be seen as cornerstones of the therapy. The physical fitness in adults with CKD is so reduced that it impinges on ability and capacity to perform activities in everyday life and occupational tasks. An increasing number of studies have been published regarding health effects of various regular exercise programmes in adults with CKD and in renal transplant patients. We aimed to: 1) assess the effects of regular exercise in adults with CKD and kidney transplant patients; and 2) determine how the exercise programme should be designed (e.g. type, duration, intensity, frequency of exercise) to be able to affect physical fitness and functioning, level of physical activity, cardiovascular dimensions, nutrition, lipids, glucose metabolism, systemic inflammation, muscle morphology and morphometrics, dropout rates, compliance, adverse events and mortality. We searched the Cochrane Renal Group's specialised register, CENTRAL, MEDLINE, EMBASE, CINAHL, Web of Science, Biosis, Pedro, Amed, AgeLine, PsycINFO and KoreaMed. We also handsearched reference lists of review articles and included studies, conference proceeding's abstracts. There were no language restrictions.Date of last search: May 2010. We included any randomised controlled trial (RCT) enrolling adults with CKD or kidney transplant recipients undergoing any type of physical exercise intervention undertaken for eight weeks or more. Studies using less than eight weeks exercise, those only recommending an increase in physical activity, and studies in which co-interventions are not applied or given to both groups were excluded. Data extraction and assessment of study and data quality were performed independently by the two authors. Continuous outcome data are presented as standardised mean difference (SMD) or mean difference (MD) with 95% confidence intervals (CI). Forty-five studies, randomising 1863 participants were included in this review. Thirty two studies presented data that could be meta-analysed. Types of exercise training included cardiovascular training, mixed cardiovascular and resistance training, resistance-only training and yoga. Some studies used supervised exercise interventions and others used unsupervised interventions. Exercise intensity was classed as 'high' or 'low', duration of individual exercise sessions ranged from 20 minutes/session to 110 minutes/session, and study duration was from two to 18 months. Seventeen per cent of studies were classed as having an overall low risk of bias, 33% as moderate, and 49% as having a high risk of bias.The results shows that regular exercise significantly improved: 1) physical fitness (aerobic capacity, 24 studies, 847 participants: SMD -0.56, 95% CI -0.70 to -0.42; walking capacity, 7 studies, 191 participants: SMD -0.36, 95% CI-0.65 to -0.06); 2) cardiovascular dimensions (resting diastolic blood pressure, 11 studies, 419 participants: MD 2.32 mm Hg, 95% CI 0.59 to 4.05; resting systolic blood pressure, 9 studies, 347 participants: MD 6.08 mm Hg, 95% CI 2.15 to 10.12; heart rate, 11 studies, 229 participants: MD 6 bpm, 95% CI 10 to 2); 3) some nutritional parameters (albumin, 3 studies, 111 participants: MD -2.28 g/L, 95% CI -4.25 to -0.32; pre-albumin, 3 studies, 111 participants: MD - 44.02 mg/L, 95% CI -71.52 to -16.53; energy intake, 4 studies, 97 participants: SMD -0.47, 95% CI -0.88 to -0.05); and 4) health-related quality of life. Results also showed how exercise should be designed in order to optimise the effect. Other outcomes had insufficient evidence. There is evidence for significant beneficial effects of regular exercise on physical fitness, walking capacity, cardiovascular dimensions (e.g. blood pressure and heart rate), health-related quality of life and some nutritional parameters in adults with CKD. Other outcomes had insufficient evidence due to the lack of data from RCTs. The design of the exercise intervention causes difference in effect size and should be considered when prescribing exercise with the aim of affecting a certain outcome. Future RCTs should focus more on the effects of resistance training interventions or mixed cardiovascular- and resistance training as these exercise types have not been studied as much as cardiovascular exercise.

  • Research Article
  • Cite Count Icon 8
  • 10.1097/ju.0000000000003077
Role of Antimuscarinics Combined With Alpha-blockers in the Management of Urinary Storage Symptoms in Patients With Benign Prostatic Hyperplasia: An Updated Systematic Review and Meta-analysis.
  • Nov 17, 2022
  • The Journal of urology
  • Louis Lenfant + 5 more

Role of Antimuscarinics Combined With Alpha-blockers in the Management of Urinary Storage Symptoms in Patients With Benign Prostatic Hyperplasia: An Updated Systematic Review and Meta-analysis.

  • Research Article
  • Cite Count Icon 46
  • 10.1002/14651858.cd007374.pub2
Education programmes for people with diabetic kidney disease.
  • Jun 15, 2011
  • The Cochrane database of systematic reviews
  • Ting Li + 6 more

Adherence to complex regimens for patients with diabetic kidney disease (DKD) is often poor. Interventions to enhance adherence require intensive education and behavioural counselling. However, whether the existing evidence is scientifically rigorous and can support recommendations for routine use of educational programmes in DKD is still unknown. To evaluate the benefits and harms of education programmes for people with DKD. In January 2010 we searched the Cochrane Renal Group's Specialised Register, CENTRAL, MEDLINE, EMBASE and four Chinese medicine databases (CBM-disc, Chinese Science and Technique Journals Database, China National Infrastructure and WanFang). All randomised controlled trials (RCTs) and quasi-RCTs studying the benefits and harms of educational programmes for people with DKD. Two authors independently searched the literature, determined study eligibility, assessed quality, extracted and entered data. We expressed dichotomous outcomes as risk ratios (RR) with 95% confidence intervals (CI) and continuous data as mean difference (MD) or standardised mean differences (SMD). Data were pooled using the random effects model. Two studies (207 patients) were eligible. The methodological quality was not high. Compared with no educational programmes, educational programmes for patients with diabetes on dialysis improved patients' knowledge for the following outcomes: diagnosis (SMD 1.14, 95% CI 0.93 to 1.90); monitoring (SMD 1.51, 95% CI 1.0 to 2.01); hypoglycaemia (SMD 1.67, 95% CI 1.16 to 2.17), hyperglycaemia (SMD 0.80, 95% CI 0.35 to 1.25); medication with insulin (SMD 1.21, 95% CI 0.74 to 1.68); oral medication (SMD 0.98, 95% CI 0.52 to1.43); personal health habits (SMD 1.84, 95% CI 1.33 to 2.36); diet (SMD 0.53, 95% CI 0.09 to 0.97); exercise (SMD 1.13, 95% CI 0.67 to 1.60); chronic complications (SMD 1.28, 95% CI 0.80 to1.75) and living with diabetes and coping with stress (SMD 0.71, 95% CI 0.26 to 1.15). For patients with diabetes and microalbuminuria, educational programmes improved general knowledge for the following outcomes: diabetes (SMD 0.84, 95% CI 0.43 to 1.26); patients' total self-efficacy (MD 19.00, 95% CI 12.58 to 25.42) and patients' changes in beliefs on treatment effectiveness (MD 0.25, 95% CI 0.07 to 0.43) at the end of treatment, and general knowledge (MD 14.39, 95% CI 7.45 to 21.33); specific self-efficacy in home blood glucose monitoring (HBGM) (MD 11.28, 95% CI 1.92 to 20.64) and changes of beliefs on personal control (MD 0.31, 95% CI 0.01 to 0.61) at the end of three-months follow-up. For patients with diabetes on dialysis, educational programmes also showed improvement in the following self-management behaviours: checking feet (RR 1.63, 95% CI 1.01 to 2.63); using lotion (RR 9.71, 95% CI 2.45 to 38.56) and wearing appropriate shoes and socks (RR 4.39, 95% CI 1.87 to 10.32). For patients with diabetes and microalbuminuria, educational programmes improved the following behaviours: general diet (MD 0.73, 95% CI 0.10 to 1.36), specific diet (MD 1.02, 95% CI 0.42 to1.62) and HBGM (MD 2.13, 95% CI 1.18 to 3.08) at the end of treatment; and specific diet (MD 0.62, 95% CI 0.18 to 1.06) and HBGM (MD 1.48, 95% CI 0.48 to 2.48) at the end of three-months follow-up. No data were available on changes in kidney function, incidence of cardiovascular events, change of patients' attitude or adverse events. Education programmes appear to have beneficial effects on improving patients' knowledge of diabetes and some self-management behavioural changes for patients with diabetes on dialysis or with microalbuminuria. Educational programmes appear to have beneficial effects on improving patients' self-efficacy and result in some beliefs changes for patients with diabetes and microalbuminuria. However, only two studies with small sample sizes and inadequate quality were included in this review. There is, therefore, inadequate evidence to support the beneficial effects of education programmes for people with DKD.

  • Research Article
  • Cite Count Icon 58
  • 10.4073/csr.2017.12
Interventions to improve the labour market outcomes of youth: A systematic review of training, entrepreneurship promotion, employment services and subsidized employment interventions
  • Jan 1, 2017
  • Campbell Systematic Reviews
  • Jochen Kluve + 7 more

Interventions to improve the labour market outcomes of youth: A systematic review of training, entrepreneurship promotion, employment services and subsidized employment interventions

  • Research Article
  • Cite Count Icon 173
  • 10.1034/j.1398-9995.1999.00102.x
Immunotherapy in asthma: an updated systematic review.
  • Oct 1, 1999
  • Allergy
  • M Abramson + 2 more

Allergen-specific immunotherapy (hyposensitization or desensitization) has long been a controversial treatment for asthma. Although beneficial effects upon clinically relevant outcomes have been demonstrated in randomized controlled trials, there remains a risk of severe and sometimes fatal anaphylaxis. The recommendations of professional bodies have ranged from cautious acceptance (1) to outright dismissal (2). A recent WHO position paper, which has been endorsed by eight other intemational and national bodies, concluded that allergen immunotherapy was an effective treatment for patients with allergic asthma (3). We have previously conducted a meta-analysis of 20 randomized controlled trials of allergen immunotherapy for asthma published between 1954 and 1990 (4). We subsequently conducted a systematic review for the Cochrane Collaboration, including a further 34 trials published between 1957 and 1997 (5). Both reviews concluded that subjects randomized to immunotherapy reported significantly fewer asthma symptoms, required significantly less asthma medication, and demonstrated both reduced nonspecific and reduced allergen-specific bronchial hyperreactivity (BHR) compared to those randomized to placebo. During recent years, there has been increasing interest in new allergen vaccines and new methods of delivery including oral, sublingual, and inhaled immunotherapy. Recombinant peptides containing the relevant epitopes, but lacking the ability to cross-link IgE bound to mast cells, have been evaluated in clinical trials. Finally, the Cochrane Collaboration has standardized protocols for systematic reviews and improved the statistical software for performing meta-analysis. Thus, it was again opportune to update our systematic review of allergen-specific immunotherapy for asthma.

  • Research Article
  • Cite Count Icon 95
  • 10.1002/14651858.cd001980.pub3
Mind and body therapy for fibromyalgia.
  • Apr 9, 2015
  • The Cochrane database of systematic reviews
  • Alice Theadom + 4 more

Mind and body therapy for fibromyalgia.

  • Research Article
  • Cite Count Icon 240
  • 10.1002/14651858.cd009260.pub3
Early intensive behavioral intervention (EIBI) for young children with autism spectrum disorders (ASD).
  • May 9, 2018
  • The Cochrane database of systematic reviews
  • Brian Reichow + 3 more

The rising prevalence of autism spectrum disorders (ASD) increases the need for evidence-based behavioral treatments to lessen the impact of symptoms on children's functioning. At present, there are no curative or psychopharmacological therapies to effectively treat all symptoms of the disorders. Early intensive behavioral intervention (EIBI) is a treatment based on the principles of applied behavior analysis. Delivered for multiple years at an intensity of 20 to 40 hours per week, it is one of the more well-established treatments for ASD. This is an update of a Cochrane review last published in 2012. To systematically review the evidence for the effectiveness of EIBI in increasing functional behaviors and skills, decreasing autism severity, and improving intelligence and communication skills for young children with ASD. We searched CENTRAL, MEDLINE, Embase, 12 additional electronic databases and two trials registers in August 2017. We also checked references and contacted study authors to identify additional studies. Randomized control trials (RCTs), quasi-RCTs, and controlled clinical trials (CCTs) in which EIBI was compared to a no-treatment or treatment-as-usual control condition. Participants must have been less than six years of age at treatment onset and assigned to their study condition prior to commencing treatment. We used standard methodological procedures expected by Cochrane.We synthesized the results of the five studies using a random-effects model of meta-analysis, with a mean difference (MD) effect size for outcomes assessed on identical scales, and a standardized mean difference (SMD) effect size (Hedges' g) with small sample correction for outcomes measured on different scales. We rated the quality of the evidence using the GRADE approach. We included five studies (one RCT and four CCTs) with a total of 219 children: 116 children in the EIBI groups and 103 children in the generic, special education services groups. The age of the children ranged between 30.2 months and 42.5 months. Three of the five studies were conducted in the USA and two in the UK, with a treatment duration of 24 months to 36 months. All studies used a treatment-as-usual comparison group.Primary outcomesThere is low quality-evidence at post-treatment that EIBI improves adaptive behaviour (MD 9.58 (assessed using Vineland Adaptive Behavior Scale (VABS) Composite; normative mean = 100, normative SD = 15), 95% confidence interval (CI) 5.57 to 13.60, P < 0.0001; 5 studies, 202 participants), and reduces autism symptom severity (SMD -0.34, 95% CI -0.79 to 0.11, P = 0.14; 2 studies, 81 participants; lower values indicate positive effects) compared to treatment as usual.No adverse effects were reported across studies.Secondary outcomesThere is low-quality evidence at post-treatment that EIBI improves IQ (MD 15.44 (assessed using standardized IQ tests; scale 0 to 100, normative SD = 15), 95% CI 9.29 to 21.59, P < 0.001; 5 studies, 202 participants); expressive (SMD 0.51, 95% CI 0.12 to 0.90, P = 0.01; 4 studies, 165 participants) and receptive (SMD 0.55, 95% CI 0.23 to 0.87, P = 0.001; 4 studies, 164 participants) language skills; and problem behaviour (SMD -0.58, 95% CI -1.24 to 0.07, P = 0.08; 2 studies, 67 participants) compared to treatment as usual. There is weak evidence that EIBI may be an effective behavioral treatment for some children with ASD; the strength of the evidence in this review is limited because it mostly comes from small studies that are not of the optimum design. Due to the inclusion of non-randomized studies, there is a high risk of bias and we rated the overall quality of evidence as 'low' or 'very low' using the GRADE system, meaning further research is very likely to have an important impact on our confidence in the estimate of effect and is likely to change the estimate.It is important that providers of EIBI are aware of the current evidence and use clinical decision-making guidelines, such as seeking the family's input and drawing upon prior clinical experience, when making recommendations to clients on the use EIBI. Additional studies using rigorous research designs are needed to make stronger conclusions about the effects of EIBI for children with ASD.

  • Research Article
  • Cite Count Icon 64
  • 10.1002/14651858.cd011710.pub2
Internet-based cognitive and behavioural therapies for post-traumatic stress disorder (PTSD) in adults.
  • Dec 14, 2018
  • The Cochrane database of systematic reviews
  • Catrin Lewis + 4 more

While the review found some beneficial effects of I-C/BT for PTSD, the quality of the evidence was very low due to the small number of included trials. Further work is required to: establish non-inferiority to current first-line interventions, explore mechanisms of change, establish optimal levels of guidance, explore cost-effectiveness, measure adverse events, and determine predictors of efficacy and dropout.

  • Research Article
  • Cite Count Icon 18
  • 10.1002/14651858.cd012823.pub2
Effectiveness of psychosocial interventions for reducing parental substance misuse.
  • Mar 16, 2021
  • The Cochrane database of systematic reviews
  • Ruth Mcgovern + 4 more

Effectiveness of psychosocial interventions for reducing parental substance misuse.

  • Research Article
  • Cite Count Icon 16
  • 10.1002/14651858.cd012823
Effectiveness of psychosocial interventions for reducing parental substance misuse
  • Oct 10, 2017
  • Cochrane Database of Systematic Reviews
  • Ruth Mcgovern + 4 more

Effectiveness of psychosocial interventions for reducing parental substance misuse

  • Research Article
  • Cite Count Icon 26
  • 10.1016/j.ejogrb.2021.03.007
Circulating kisspeptin and anti-müllerian hormone levels, and insulin resistance in women with polycystic ovary syndrome: A systematic review, meta-analysis, and meta-regression
  • Mar 11, 2021
  • European Journal of Obstetrics &amp; Gynecology and Reproductive Biology
  • Faustino R Pérez-López + 5 more

ObjectiveThis systematic review and meta-analysis aimed to summarize the available evidence regarding circulating kisspeptin and anti-müllerian hormone (AMH) and the homeostasis model assessment of insulin resistance (HOMA-IR) index in adolescents and women with and without polycystic ovary syndrome (PCOS). MethodWe performed a comprehensive literature search in Medline, Embase, Cochrane, Scopus, and Web of Science for studies evaluating circulating kisspeptin levels in women with and without PCOS published until September 24th, 2020. Co-primary outcomes were the HOMA-IR index and AMH. The quality of included studies was assessed using the Newcastle-Ottawa Scale. Random-effects models were used to estimate outcomes, and effects reported as mean difference (MD) or standardized MD (SMD) and their 95 % confidence interval (CI). The systematic review and meta-analysis was registered in the International Prospective Register of Systematic Reviews (PROSPERO) as number CRD42020205030. ResultsWe evaluated 18 studies including, 1282 PCOS cases and 977 controls. Participants with PCOS were younger (MD = −2.38 years, 95 %CI -4.32 to -0.44), with higher BMI (MD = 1.16, 95 % CI 0.54–1.78), waist-to-hip ratio (MD = 0.04, 95 %CI 0.02 to 0.05), circulating kisspeptin (SMD = 1.15, 95 %CI 0.68–1.62), luteinizing hormone (SMD = 1.29, 95 %CI 0.76–1.83), AMH (SMD = 0.97, 95 %CI 0.60–1,34), total testosterone (SMD = 2.48, 95 %CI 1.73–3.23), free testosterone (SMD = 1.37, 95 %CI 0.56–2.17), and dehydroepiandrosterone sulphate (SMD = 0.72, 95 %CI 0.32–1.13) levels, and Ferriman-Gallwey score (SMD = 5.08, 95 %CI 2.76–7.39), and lower sex hormone-binding globulin level (SMD = −1.34, 95 %CI −2.15 to −0.52). Besides, participants with PCOS had higher HOMA-IR index (SMD = 0.76, 95 %CI 0.35–1.17), and circulating insulin (SMD = 0.75, 95 %CI 0.30–1.19), leptin (SMD = 2.82, 95 %CI 1.35–4.29), and triglycerides (SMD = 2.15, 95 %CI 1.08–3.23) levels than participants without the syndrome. The meta-regression did not identify significant factors influencing circulating kisspeptin. ConclusionPatients with PCOS showed higher kisspeptin, LH, insulin, AMH, and androgen levels and HOMA-IR index, and lower sex hormone-binding globulin levels than those without the syndrome.

  • Research Article
  • Cite Count Icon 334
  • 10.1002/14651858.cd001266.pub4
Bronchodilators for bronchiolitis.
  • Jun 17, 2014
  • The Cochrane database of systematic reviews
  • Anne M Gadomski + 1 more

Bronchiolitis is an acute, viral lower respiratory tract infection affecting infants and is sometimes treated with bronchodilators. To assess the effects of bronchodilators on clinical outcomes in infants (0 to 12 months) with acute bronchiolitis. We searched CENTRAL 2013, Issue 12, MEDLINE (1966 to January Week 2, 2014) and EMBASE (1998 to January 2014). Randomized controlled trials (RCTs) comparing bronchodilators (other than epinephrine) with placebo for bronchiolitis. Two authors assessed trial quality and extracted data. We obtained unpublished data from trial authors. We included 30 trials (35 data sets) representing 1992 infants with bronchiolitis. In 11 inpatient and 10 outpatient studies, oxygen saturation did not improve with bronchodilators (mean difference (MD) -0.43, 95% confidence interval (CI) -0.92 to 0.06, n = 1242). Outpatient bronchodilator treatment did not reduce the rate of hospitalization (11.9% in bronchodilator group versus 15.9% in placebo group, odds ratio (OR) 0.75, 95% CI 0.46 to 1.21, n = 710). Inpatient bronchodilator treatment did not reduce the duration of hospitalization (MD 0.06, 95% CI -0.27 to 0.39, n = 349).Effect estimates for inpatients (MD -0.62, 95% CI -1.40 to 0.16) were slightly larger than for outpatients (MD -0.25, 95% CI -0.61 to 0.11) for oximetry. Oximetry outcomes showed significant heterogeneity (I(2) statistic = 81%). Including only studies with low risk of bias had little impact on the overall effect size of oximetry (MD -0.38, 95% CI -0.75 to 0.00) but results were close to statistical significance.In eight inpatient studies, there was no change in average clinical score (standardized MD (SMD) -0.14, 95% CI -0.41 to 0.12) with bronchodilators. In nine outpatient studies, the average clinical score decreased slightly with bronchodilators (SMD -0.42, 95% CI -0.79 to -0.06), a statistically significant finding of questionable clinical importance. The clinical score outcome showed significant heterogeneity (I(2) statistic = 73%). Including only studies with low risk of bias reduced the heterogeneity but had little impact on the overall effect size of average clinical score (SMD -0.22, 95% CI -0.41 to -0.03).Sub-analyses limited to nebulized albuterol or salbutamol among outpatients (nine studies) showed no effect on oxygen saturation (MD -0.19, 95% CI -0.59 to 0.21, n = 572), average clinical score (SMD -0.36, 95% CI -0.83 to 0.11, n = 532) or hospital admission after treatment (OR 0.77, 95% CI 0.44 to 1.33, n = 404).Adverse effects included tachycardia, oxygen desaturation and tremors. Bronchodilators such as albuterol or salbutamol do not improve oxygen saturation, do not reduce hospital admission after outpatient treatment, do not shorten the duration of hospitalization and do not reduce the time to resolution of illness at home. Given the adverse side effects and the expense associated with these treatments, bronchodilators are not effective in the routine management of bronchiolitis. This meta-analysis continues to be limited by the small sample sizes and the lack of standardized study design and validated outcomes across the studies. Future trials with large sample sizes, standardized methodology across clinical sites and consistent assessment methods are needed to answer completely the question of efficacy.

  • Research Article
  • Cite Count Icon 8
  • 10.1039/d3fo02824k
Efficacy of antioxidant supplementation in improving endocrine, hormonal, inflammatory, and metabolic statuses of PCOS: a meta-analysis and systematic review.
  • Jan 1, 2024
  • Food & function
  • Junhui He + 8 more

Background and aim: A large number of recent studies have reported on the use of antioxidants in patients with polycystic ovary syndrome (PCOS). This study aimed to evaluate the antioxidant effects on PCOS. Methods: We searched PubMed, Embase, Web of Science, and The Cochrane Library to identify randomized controlled trials investigating the use of antioxidants in treating PCOS. Statistical analysis was performed using Review Manager 5.4. Stata17.0 software was used to conduct sensitivity analyses. Results: This meta-analysis included 49 articles and 62 studies. The sample comprised 1657 patients with PCOS from the antioxidant group and 1619 with PCOS from the placebo group. The meta-analysis revealed that the fasting blood glucose levels [standardized mean difference (SMD): -0.31, 95% confidence interval (CI): -0.39 to -0.22, P < 0.00001], the homeostatic model assessment of insulin resistance (SMD: -0.68, 95% CI: -0.87 to -0.50], P < 0.00001), and insulin levels (SMD: -0.68, 95% CI: -0.79 to -0.58, P < 0.00001) were significantly lower in patients with PCOS taking antioxidants than those in the placebo group. Further, total cholesterol levels (SMD: -0.38, 95% CI: -0.56 to -0.20, P < 0.001), low-density lipoprotein cholesterol levels (SMD: -0.24, 95% CI: -0.37 to -0.10, P = 0.0008), and very low-density lipoprotein levels (SMD: -0.53, 95% CI: -0.65 to -0.41, P < 0.00001) were lower in patients with PCOS taking antioxidant supplements compared with the placebo group. Total testosterone (TT) level (SMD: -0.78, 95% CI: -1.15 to -0.42, P < 0.0001), dehydroepiandrosterone level (SMD: -0.42, 95% CI: -0.58 to -0.25, P < 0.00001), and mean standard deviation modified Ferriman-Gallway (MF-G scores) (SMD: -0.63, 95% CI: -0.98 to -0.28, P = 0.0004) were lower in patients taking antioxidant supplements. C-reactive protein (CRP) levels (SMD: -0.48, 95% CI: -0.63 to -0.34, P < 0.000001), body mass index [mean difference (MD): -0.27, 95% CI: -0.50 to -0.03, P = 0.03], weight (MD: -0.73, 95% CI: -1.35 to -0.11, P = 0.02), and diastolic blood pressure (MD: -3.78, 95% CI: -6.30 to -1.26, P = 0.003) were significantly lower. Moreover, the levels of sex hormone-binding protein (SMD: 0.23, 95% CI: 0.07-0.38, P = 0.004), high-density lipoprotein cholesterol (SMD: 0.11, 95% CI: 0.01-0.20, P = 0.03), total antioxidant capacity (SMD: 0.59, 95% CI: 0.31-0.87, P < 0.0001), and quantitative insulin sensitivity index (SMD: 0.01, 95% CI: 0.01-0.02, P < 0.00001) were higher in patients with PCOS who took antioxidant supplements compared with the placebo group. Antioxidant supplements did not affect other analyzed parameters in these patients, including follicle-stimulating hormone, free androgen index, nitric oxide, glutathione, malondialdehyde, and diastolic blood pressure. Conclusions: Antioxidants are beneficial in treating PCOS. Our study might provide a new treatment strategy for patients with clinical PCOS. We hope that more high-quality studies evaluating the effects of antioxidants on patients with PCOS will be conducted in the future. Registration: https://www.crd.york.ac.uk/prospero/, identifier CRD42023448088.

  • Research Article
  • Cite Count Icon 118
  • 10.1016/j.pnpbp.2017.07.011
Systematic review and meta-analysis links autism and toxic metals and highlights the impact of country development status: Higher blood and erythrocyte levels for mercury and lead, and higher hair antimony, cadmium, lead, and mercury
  • Jul 14, 2017
  • Progress in Neuro-Psychopharmacology and Biological Psychiatry
  • Amene Saghazadeh + 1 more

Systematic review and meta-analysis links autism and toxic metals and highlights the impact of country development status: Higher blood and erythrocyte levels for mercury and lead, and higher hair antimony, cadmium, lead, and mercury

  • Research Article
  • Cite Count Icon 55
  • 10.1002/14651858.cd012898.pub2
Present-centered therapy (PCT) for post-traumatic stress disorder (PTSD) in adults.
  • Nov 18, 2019
  • The Cochrane database of systematic reviews
  • Bradley E Belsher + 7 more

Present-centered therapy (PCT) for post-traumatic stress disorder (PTSD) in adults.

Save Icon
Up Arrow
Open/Close
  • Ask R Discovery Star icon
  • Chat PDF Star icon

AI summaries and top papers from 250M+ research sources.