The number of response categories in ordered response models

2021 ◽  
Vol 0 (0) ◽  
Author(s):  
Maria Iannario ◽  
Anna Clara Monti ◽  
Pietro Scalera

Abstract The choice of the number m of response categories is a crucial issue in categorization of a continuous response. The paper exploits the Proportional Odds Models’ property which allows to generate ordinal responses with a different number of categories from the same underlying variable. It investigates the asymptotic efficiency of the estimators of the regression coefficients and the accuracy of the derived inferential procedures when m varies. The analysis is based on models with closed-form information matrices so that the asymptotic efficiency can be analytically evaluated without need of simulations. The paper proves that a finer categorization augments the information content of the data and consequently shows that the asymptotic efficiency and the power of the tests on the regression coefficients increase with m. The impact of the loss of information produced by merging categories on the efficiency of the estimators is also considered, highlighting its risks especially when performed in its extreme form of dichotomization. Furthermore, the appropriate value of m for various sample sizes is explored, pointing out that a large number of categories can offset the limited amount of information of a small sample by a better quality of the data. Finally, two case studies on the quality of life of chemotherapy patients and on the perception of pain, based on discretized continuous scales, illustrate the main findings of the paper.

2021 ◽  
Vol 28 (1) ◽  
pp. 42-50
Author(s):  
Nicole M. Glenn ◽  
Lisa Allen Scott ◽  
Teree Hokanson ◽  
Karla Gustafson ◽  
Melissa A. Stoops ◽  
...  

Financial well-being describes when people feel able to meet their financial obligations, feel financially secure and are able to make choices that benefit their quality of life. Financial strain occurs when people are unable to pay their bills, feel stressed about money and experience negative impacts on their quality of life and health. In the face of the global economic repercussions of the COVID-19 pandemic, community-led approaches are required to address the setting-specific needs of residents and reduce the adverse impacts of widespread financial strain. To encourage evidence-informed best practices, a provincial health authority and community-engaged research centre collaborated to conduct a rapid review. We augmented the rapid review with an environmental scan and interviews. Our data focused on Western Canada and was collected prior to the pandemic (May–September 2019). We identified eight categories of community-led strategies to promote financial well-being: systems navigation and access; financial literacy and skills; emergency financial assistance; asset building; events and attractions; employment and educational support; transportation; and housing. We noted significant gaps in the evidence, including methodological limitations of the included studies (e.g. generalisability, small sample size), a lack of reporting on the mechanisms leading to the outcomes and evaluation of long-term impacts, sparse practice-based data on evaluation methods and outcomes, and limited intervention details in the published literature. Critically, few of the included interventions specifically targeted financial strain and/or well-being. We discuss the implications of these gaps in addition to possibilities and priorities for future research and practice. We also consider the results in relation to the COVID-19 pandemic and its economic consequences.


Author(s):  
Marianna Rita Stancampiano ◽  
Kentaro Suzuki ◽  
Stuart O’Toole ◽  
Gianni Russo ◽  
Gen Yamada ◽  
...  

Abstract In the newborn, penile length is determined by a number of androgen dependent and independent factors. The current literature suggests that there are inter-racial differences in stretched penile length in the newborn and although congenital micropenis should be defined as a stretched penile length of less than 2.5SDS of the mean for the corresponding population and gestation, a pragmatic approach would be to evaluate all boys with a stretched penile length below 2 cm, as congenital micropenis can be a marker for a wide range of endocrine conditions. However, it remains unclear as to whether the state of micropenis, itself, is associated with any long-term consequences. There is a lack of systematic studies comparing the impact of different therapeutic options on long-term outcomes, in terms of genital appearance, quality of life and sexual satisfaction. To date, research has been hampered by a small sample size and inclusion of a wide range of heterogeneous diagnoses; for these reasons, condition specific outcomes have been difficult to compare between studies. Lastly, there is a need for a greater collaborative effort in collecting standardized data so that all real-world or experimental interventions performed at an early age can be studied systematically into adulthood.


2013 ◽  
Vol 23 (7) ◽  
pp. 1171-1177 ◽  
Author(s):  
Mulubrhan F. Mogos ◽  
Shams Rahman ◽  
Hamisu M. Salihu ◽  
Abraham A. Salinas-Miranda ◽  
Dawood H. Sultan

ObjectiveThis study aimed to review studies that addressed the impact of previous reproductive cancer diagnosis on selected fetal birth outcomes.Materials and MethodsWe searched PubMed and Web of Knowledge to identify peer-reviewed articles published from January 1992 to December 2012, investigating the association between reproductive cancer and birth outcomes. After applying exclusion criteria, 49 articles were identified for full review, and 36 articles were finally selected for this systematic review. The quality of the studies was assessed by independent reviewers.ResultsWe found 13 cervical cancer studies, 16 ovarian cancer studies, and 7 corpus uteri cancers that reported subsequent pregnancies (n = 688 pregnancies in 477 women). Of these, 489 pregnancies reached third trimester. Among viable pregnancies, only 416 pregnancies had information on maturity status based on gestational age and/or birth weight. For those with cervical cancer, the preterm birth (PTB) rate was 48.5%. For those with ovarian cancer, there were no cases of PTB. For those with corpus uteri cancers, the PTB was 7.7%. All studies had small sample sizes, and there was considerable heterogeneity of results. Abortions, ectopic pregnancies, and terminations were also reported.ConclusionsReproductive cancers may be associated to subsequent adverse fetal birth outcomes; however, the quality of evidence is still insufficient to infer a relationship between reproductive cancers treated conservatively and adverse fetal birth outcomes in subsequent pregnancies.


2011 ◽  
Vol 26 (S2) ◽  
pp. 278-278
Author(s):  
I.A. Dogar ◽  
M.W. Azeem ◽  
I. Haider ◽  
M. Wudarsky ◽  
A. Asmat ◽  
...  

IntroductionStudies have shown an association between parental distress and caretaking of children with cognitive delays. There is little data in developing countries, such as Pakistan, concerning the impact of raising children with Mental Retardation, upon the quality of parent functioning and risk for psychopathology.ObjectiveTo assess the level of distress and risk for psychopathology among parents of children with Mental Retardation (MR).MethodsThis was prospective study conducted at a tertiary care hospital in Pakistan. Participants were 200 parents (100 fathers/100 mothers) of 100 children with the diagnosis of MR. Parents were administered Self Report Questionnaire 20 (SRQ 20) and the Quality of Life BREF (QOL BREF).ResultsMean age for mothers was 40.2 years while fathers was 42.9 years. The mean age of children was 10.5 years (30% females/70% males) with 25% mild MR, 42% moderate MR, 20% severe MR and 13% profound MR. On SRQ 20, 25% mothers and 43% fathers scored above the cut off indicating possible psychiatric disorder. Mean QOL domain scores were for mothers (M) and fathers (F): M 13.2/ F 13.9 for physical health; M13.1 / F 13.7 for psychological health; M 13.9 / F 13.9 for social relationships, M 13.4 / F 14.8 for environment.ConclusionsParents of children with MR are at higher risk for psychopathology, needing mental health assessment.Fathers scores on the SRQ reflect more distress and psychiatric symptoms than mothers SRQ scores.Limitations include lack of comparison group and small sample size.


2011 ◽  
Vol 23 (8) ◽  
pp. 1197-1204 ◽  
Author(s):  
Ehud Bodner ◽  
Sara Cohen-Fridel ◽  
Abraham Yaretzky

ABSTRACTBackground: Previous studies have found correlations between negative perceptions of old age and perceived quality of life (QoL) among elderly people. It has also been suggested that a denial of aging mechanism is employed and might support ageist attitudes among private-sheltered housing tenants compared with elderly people who live in the community and experience intra-generational interactions. Therefore, we hypothesized that tenants of sheltered housing will report more ageist attitudes towards people of their own age, and report a lower QoL than elderly people who live in the community.Methods: The sample included 126 volunteers, aged between 64 and 94 years, who live in private-sheltered housing (n = 32) or in the community (n = 94). The participants completed the Fraboni scale of ageism, and a QoL Inventory (SF-36).Results: People, and men in particular, who live in sheltered housing, reported more intergenerational ageist attitudes than men and women who live in the community. Tenants in sheltered housing expressed lower evaluations of their mental health, but higher evaluations on “social functioning” (QoL scales). Women from sheltered housing reported better mental health than men. Gender and some QoL scales were associated with higher ageism.Conclusions: Differences in ageist attitudes between both dwelling places can be interpreted according to Social Identity Theory, which refers to the impact of the ingroup on social attitudes. Differences in QoL can be understood by the accessibility of social activities in private-sheltered housing. Gender differences in ageism and QoL can be explained by women's better social adjustment. Findings should be regarded with caution because of the small sample.


Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 4307-4307
Author(s):  
Hayeong Rho ◽  
Kelsey Yang ◽  
Signy Chow ◽  
Christopher J. Patriquin

Abstract Introduction: Paroxysmal nocturnal hemoglobinuria (PNH) is a rare, life-threatening disease affecting 1-10 per million per year, characterized by uncontrolled complement-mediated intravascular hemolysis, thrombosis, and marrow failure. PNH manifests in a wide variety of symptoms such as fatigue, dyspnea, chest pain, abdominal pain, and hemoglobinuria. Due to its nonspecific presentation, patients may experience a delay in accurate diagnosis of this rare disease, which has been shown to have a significant impact on quality of life (QoL) and survival. At any point in the patient's journey, they may experience delays or poor accessibility to care. Key challenges in PNH remain its initial identification, diagnosis, and subsequent timely treatment. Methods: The Canadian PNH Network (CPNHN) use the "CATCH criteria'' to suspect diagnosis of PNH: Cytopenias, Aplastic anemia/myelodysplasia, Thrombosis, Coombs'-negative hemolysis, and Hemoglobinuria. This screening tool has not been formally validated, however it was hypothesized to be useful for real-world practitioners. In this study, we aimed to: (1) identify opportunities and gaps during the journey of a patient with suspected or confirmed PNH, referred to a CPNHN center (Pilot sites: University Health Network (UHN) & Sunnybrook Health Sciences Centre (SHSC)); (2) characterize time to diagnosis and treatment initiation, specifically considering CATCH criteria; and (3) assess the presentations with the highest frequency of being referred to a CPNHN center to create a process map. Results: A total of 19 participants were identified at UHN, 17 charts were reviewed, and 15 patients were available for 30-minute individual interviews. The timeline was based on the participants' initial presentation to start of targeted treatment (i.e., eculizumab). Baseline demographic data are presented in Table 1. Mean age at diagnosis was 46.1 years (standard deviation [SD] 16.7), with varied symptoms at presentation (Figure 1). Median number of healthcare providers seen prior to diagnosis and/or referral was 6 (interquartile range [IQR] 4-10; Figure 2), and time from symptom onset to referral was 17 months (IQR 6-67). The most common CATCH criteria at presentation were hemoglobinuria, Coombs'-negative hemolysis, and cytopenias (i.e., anemia and thrombocytopenia) (Table 2). Flow cytometry revealed large granulocyte (85.9% ± 16.9), monocyte (84.7% ± 17.4), and type III RBC (20.8% ± 18.5) populations. From the interviews, we noted that individual participants had diverse experiences and journeys with PNH. Reflecting on the COVID-19 pandemic, participants reported no change in quality of care they had received, and some endorsed the convenience of virtual consultation without being required to travel long distances for in-person visits. Several suggestions included: improving community physician awareness and education on PNH, assistance with finances (transportation/parking), and need for ongoing patient education on available medications and clinical trials. Discussion and Conclusion: PNH is a rare disease that can manifest in many different, non-specific ways, contributing to delays in diagnosis and treatment initiation. We have characterized the patient journeys of a cohort of patients followed at our centers, and have identified gaps and potential areas for improvement. The variability and delay in assessment for PNH may be attributed to the diverse backgrounds of the participants, first presentation abroad, year of symptom presentation, and availability of high-sensitivity flow cytometry, which is the diagnostic gold standard. In addition to characterizing the initial presentations and barriers to diagnosis and treatment, we also evaluated humanistic factors such as QoL. As PNH is rare, the study was limited by the small sample size and some incomplete records, as some patients were diagnosed and managed elsewhere initially. We plan to expand our work across Canada, which will increase our cohort size and better allow an assessment of the impact of geographical differences on access to care. Following this, we plan to provide recommendations for diagnostic and treatment benchmarks to colleagues across the country, introduce the CATCH criteria, and subsequently evaluate the impact of these knowledge translation strategies with comparison to our initial cohort. Figure 1 Figure 1. Disclosures Chow: Alexion: Other: Site investigator for clinical trial. Patriquin: Alexion, AstraZeneca Rare Disease: Consultancy, Honoraria, Speakers Bureau; Apellis: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Biocryst: Honoraria; Sanofi: Honoraria.


2018 ◽  
Vol 1 (21;1) ◽  
pp. E533-E543 ◽  
Author(s):  
Chrysanthi Batistaki

Background: Chronic pain is well known to be influenced by various social factors; however, the impact of financial issues on pain has not been extensively studied. Objective: The aim of this study was to investigate the impact of the economic crisis on pain and quality of life in Greek patients suffering from chronic pain. Study Design: The study employed a prospective, open-label design. Setting: The study setting was the Pain Unit of Attikon University Hospital in Athens, Greece. Methods: The study surveyed 200 randomly selected outpatients with chronic pain during two different time periods (2012 and 2016). Patients completed a structured questionnaire to assess the impact of the economic crisis on multiple aspects of pain and pain management, health care, and quality of life. Personality characteristics and stress were also evaluated using the DASS-42 and the LOT-R questionnaires. Results: Most patients in both periods believed that the economic crisis led to a worsening of their symptoms (75%) and quality of life (97%). Most patients (97.5%) also believed that the intensity of their pain would have been improved if their financial status had been better. Their main concerns about the future were “the possibility of not having access to health care facilities and medication” (94.5%), “stress” (43%), and “fear of financial strain” (30.5%). Higher levels of anxiety, stress, and pessimism were associated with higher levels of pain and lower quality of life. Limitations: The study is based on a small sample size. Conclusions: This study identified impacts of the financial crisis on chronic pain and quality of life, pointing to the need for measures to solve this problem. Key words: Pain, global financial crisis, quality of life, quality of health care, psychosocial factors


2021 ◽  
Author(s):  
◽  
Anna Sinitsyna

<p>Purpose: Although Information Quality (IQ) is a widely discussed topic, people’s influence on the Information Quality remains insufficiently explored. There are many indicators in the academic literature that people play an important role in creating and maintaining information, however, there is a lack of studies investigating how people’s behaviour and attitude towards information influence the Information Quality within the organisation. The purpose of this paper is to explore the impact of Information Culture and Information Behaviour dimensions on Information Quality.  Design/methodology/approach: An online survey has been conducted among office workers of Wellington based medium and large companies. Adapted from previous research questionnaires have been used to determine people’s perceptions of the Information Culture of the companies, the Information Behaviour of employees and Information Quality.  Findings: Research reveals that Information Culture has moderate positive impact on Information Quality. Information Behaviour has a strong positive relationship with Information Quality.  Research limitations/implications: Research has drawn attention to Information Quality problems, but this time from a slightly different angle focusing on the impact of Information Culture and Information Behaviour on Information Quality. The presented study provides an insight into what factors of Information Culture and Information Behaviour are the most favourable for maintaining good quality information. This knowledge is important for organisations that seek ways of improving Information Quality. However, due to the limited time framework, the small sample and taking into account that this paper is probably the first research of its kind, the results need further investigation by other research studies.  Originality/value: The presented research appears to be the first of this kind and provides valuable knowledge into how employees might influence the quality of the information, which is the strategic resource of contemporary organisations.</p>


2013 ◽  
Vol 88 (5) ◽  
pp. 760-763 ◽  
Author(s):  
Maria Flavia Pereira da Silva ◽  
Maria Rita Parise Fortes ◽  
Luciane Donida Bartoli Miot ◽  
Silvio Alencar Marques

BACKGROUND: Psoriasis is a chronic inflammatory disease of the skin that affects patients of all ages andboth genders. The impact of the disease on quality of life is greater among patients with moderate to severe psoriasis. OBJECTIVE: to establish a correlation between the psoriasis area and severity index (PASI) and theDermatology Life Quality Index (DLQI) based on a quality of life questionnaire adapted to the Brazilian contextfor patients with plaque psoriasis before and after systemic treatment. METHODS: This was a cross-sectional, descriptive study of psoriasis patients who did not undergo treatment or who manifested clinical activity of the disease. Patients were evaluated according to the PASI and the quality of life questionnaire adapted to theBrazilian context before and 60 days after systemic treatment. RESULTS: Thirty-five patients participated in thestudy. Twenty-six were men, with a mean age of 46 years. There was no correlation between the PASI and thequality of life questionnaire adapted to the Brazilian context, but there was a correlation between the PASI andsome items of the quality of life questionnaire adapted to the Brazilian context, such as jobs involving public contact. CONCLUSION: The non-correlation between the PASI and the quality of life questionnaire adapted to the Brazilian context in this work may be associated with a history of chronic disease, which implies greater acceptance of the illness, or may be related to the low income and social status of the patients studied. The correlationobserved among patients with careers involving public contact suggests that some professions are more impacted by the disease. It may be necessary to adapt the quality of life questionnaire to patients with a low income andcultural and social limitations. The small sample size (n=35 patients) and the short follow-up period of 60 dayswere some of the limitations of this work.


2016 ◽  
Vol 62 (2) ◽  
pp. 191-203 ◽  
Author(s):  
I. Skrzypczak ◽  
L. Buda-Ożóg

Abstract Statistical conformity criteria for the compressive strength of concrete are a matter of debate. The criteria can have prejudicial effects on construction quality and reliability. Hence, the usefulness of statistical criteria for the small sample size n=3 is questioned. These defects can cause a reduction in the quality of produced concrete and, consequently, too much risk for the recipient (investor). For this reason, the influence of conformity control on the value of the reliability index of concrete and reinforced concrete has been determined. The authors limited their consideration to the recommended standards PN-EN 206-1, PN-EN 1992 and ISO 2394 method of reliability index, which belongs to the analytical methods FORM (First Order Reliability Method). It assumes that the random variables are defined by two parameters of the normal distribution or an equivalent normal: the mean and the standard deviation. The impact of conformity control for n=3 for concrete structures, designed according to the Eurocode 1992, for which the compressive strength of concrete is the capacity dominant parameter (sensitivity factor of dominating resistance parameter according to the FORM is 0.8), has been determined by evaluation of the reliability index.


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