Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “Longitudinal analysis”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 829 records · Page 46Linked to original sources

Longitudinal Gompertzian analysis of adult mortality in the U.S., 1900-1986.

Analysis of mortality data for the United States from 1900 through 1986 demonstrates near perfect Gompertzian mortality rate distributions for adult American men and women. In the U.S. between 1900 and 1986, annual age-adjusted mortality rate distributions were determined by a fixed common intersect point (for men, the mortality rate at age 87.41 years was 18,810/100,000; for women, the extrapolated mortality rate at age 108.69 years was 75,365/100,000) and a variable environmental factor. Despite living in the same environment, the environmental factor contributing to adult mortality is at present significantly less for women than men. However, analysis predicts that in an environment less conducive to human survival than has existed in the United States during this century, the environmental factor contributing to adult mortality was less for men than women. The study further implies that as the environment becomes more favorable for human survival, men will experience an effective lowering of their theoretical maximal life span toward a limit of 87.4 years. The calculated maximal life span for men has already decreased 7 years during this century. This negative effect of a more favorable environment also occurs in women, although the theoretical maximal life span in women is lowered only toward a limit of 108.7 years.

Adult↗

Quality of life after islet transplantation.

This study analyzed quality of life in patients with type 1 diabetes that received islet transplantation. Twenty-three subjects were followed over 3 years. In addition to an interview, patients self-completed two standardized psychometric questionnaires, HSQ 2.0 and DQOL, before and after transplant, and scores were compared. Analysis was also adjusted for potential "confounders" such as graft dysfunction, insulin therapy and adverse events. DQOL: the Impact score significantly improved at all time points of the follow-up; satisfaction and worry scales also significantly improved at selected time points. Longitudinal analysis demonstrated that reintroduction of insulin had a negative effect on all three scales, but significant improvement in Impact scale persisted even after adjusting for this factor. HSQ 2.0: only the Health Perception scale preliminarily showed significant improvement at most time points. Longitudinal analysis showed loss of significance when insulin therapy was considered. Other scores were improved only at selected time points or not affected. Bodily pain scale showed deterioration at selected times. Interview: glucose control stability, not insulin independence, was reported as the main beneficial factor influencing QOL. In conclusion, islet transplantation has a positive influence on patients' QOL, despite chronic immunosuppression side effects. Re-introduction of insulin modifies QOL outcomes.

Female↗

Education and health in the Czech Republic.

Researchers in the United States have found that education and health are related. This relation may be due to the better market position of the educated, their greater store of personal and social resources, and/or their healthier lifestyle. These three connections between education and health are tested in the Czech Republic with three waves of panel data. We regress self-reports of health and physical functioning in 1994 on multiple indicators of market position in 1994, change in market position from 1989 to 1994, personal/social resources and health lifestyle with demographic controls. These regressions are followed by a longitudinal analysis of changes in panel members' health and physical functioning between 1994 and 1996. The cross-sectional results are similar to those in the United States with important exceptions. Unlike the United States, market position does fully mediate the relation between education and health in the Czech Republic, largely through subjective feelings regarding market position. The longitudinal analysis shows that prior health and physical functioning mediate the effect of education on health and physical functioning in 1996.

Adult↗

Self-esteem and smoking in youth--muddying the waters?

Longitudinal analysis by McGee and Williams (2000, Journal of Adolescence, 23, 569-582, doi: 10.1006/jado.2000.0344) indicates that global self-esteem is not related to substance use in early youth. In the case of tobacco use Glendinning and Inglis (1999, Journal of Adolescence, 22, 673-682, doi: 10.1006/jado.1999.0262) have looked at the "problem" of self-esteem in youth and its relevance for smoking, and they also note that the evidence from the survey literature has been inconclusive. However, rather than suggest that the survey methods and data have been inadequate, Glendinning and Inglis argue that an explanation is provided by looking at the relationship between global self-esteem and smoking in much greater detail, specifically within the peer context, and at peer culture, and the meanings that different groupings of young people attach to smoking or not smoking. That is, rather than a direct link between global self-esteem and smoking behaviour in youth, both are bound up with peer status and differentiation in early youth, although it must be said, not necessarily in the "expected" way. In the present study longitudinal data from the British Household Panel Study (BHPS, 2001, Economic & Social Science Research Council, Research Centre on Micro-Social Change. British Household Panel Survey Colchester, Essex: The Data Archive, 28 February 2001.SN: 4340.) confirm this more complex picture, and qualify the conclusions of McGee and Williams, in that global self-esteem year-on-year at around age 12-14-when young people take up smoking in increasing numbers-is clearly linked to experimentation and to smoking in subsequent years, in the shorter term. However, a longer-term linkage between self-esteem in early youth and smoking in later youth is less clear cut, and less compelling; but then, pursuing the longitudinal analysis still further, the findings lend force to the argument that putative links between self-esteem and smoking must be understood in context, specifically the peer context.

Adolescent↗

Pooled time series regression analysis in longitudinal studies.

Many longitudinal studies attempt to examine changes in outcome measures over time in groups of patients. Applying conventional analytic techniques, such as a single classical linear regression model, to these data will often not result in minimum variance estimates, and may affect the results of tests of significance. Pooled time series regression analyses comprise a set of techniques that may be used in these instances to model changes in outcome measures over time. Pooling of time series data from many individuals may be done using two types of models: fixed effect models, which specify differences among individuals in separate intercept terms, and random effects models, which allow for differences among individuals by including an additional error component in the model. The choice between these alternative model specifications is guided by both theoretical and statistical considerations. This paper describes the use of pooled time series analysis, contrasts these methods with two classical linear regression approaches, and demonstrates these differences using two examples: a hypothetical study of serum glucose measurements in patients with diabetic ketoacidosis, and a longitudinal study of the development of functional disability in a cohort of patients with rheumatoid arthritis. These methods may be applicable to the study of outcomes in many chronic illnesses.

Humans↗

Normal developmental changes in inferior frontal gray matter are associated with improvement in phonological processing: a longitudinal MRI analysis.

This study asked whether previously identified developmental changes in the gray matter of the left inferior frontal gyrus are associated with maturation of a linguistic skill. To test this hypothesis, we examined whether thickening of this region was correlated with developmental improvements in phonological processing but not hand motor skills in a unique longitudinal data set of 45 normally developing children (between ages 5 and 11 years) studied over a 2-year interval. We analyzed structural magnetic resonance imaging data using cortical pattern matching methods and correlated within-individual changes in cortical thickness with 2 neurocognitive scores. As predicted, gray matter thickening in the left inferior frontal cortex was associated with improving phonological processing scores but not with improving hand motor skills. By contrast, motor skill improvement was associated with thinning in the hand region of the left motor cortex, and cortical change in this region was not associated with phonological processing. This study illustrates a specific correspondence between regional gray matter thickness change and language skill change in normally developing children.

Aging↗

Adolescent psychosocial maturity and alcohol use: quantitative and qualitative analysis of longitudinal data.

Based on a psyschosocial developmental framework, this study used a mixed model design, including both quantitative and qualitative methods, to examine the relationship between adolescents' psychosocial maturity and their alcohol use. A sample of 1,198 10th-grade students (51% female) was surveyed and followed up two years later. Both concurrent and longitudinal findings indicated that the more psychosocially mature adolescents were less likely to drink heavily than those who showed less maturity. At age 15 this relationship was even stronger for those whose peers also drank. Further, at age 17, this linear relationship was more pronounced for those who drank less heavily at age 15. Of the three psychosocial competencies examined, the construct of personal meaning was more strongly related to adolescent alcohol use than were the constructs of interpersonal understanding and interpersonal skills. To illustrate this construct, two of the adolescents were interviewed, a girl and a boy, individually at the end of both school years. Thematic and developmental analyses of the interviews revealed individual variations in how the adolescents made meaning of their drinking; these encourage speculations that go beyond the general pattern found in the study.

Adolescent↗

One-year analysis of longitudinal changes in spirometry in patients with COPD receiving tiotropium.

BACKGROUND: Airway medications have not been shown to reduce the loss of lung function in patients with COPD. We explored whether tiotropium 18 microg once daily could slow the rate of decline of lung function over a 1-year period. METHODS: We performed a post-hoc analysis of data from 921 ambulatory COPD patients participating in two, 1-year, double-blind, tiotropium vs. placebo-controlled trials. Serial spirometry was obtained at baseline (before first dose of study drug), on day 8, at 6 weeks, and at 3, 6, 9 and 12 months after start of the study. RESULTS: Baseline demographics and lung function were comparable. Baseline FEV1 was 1.01+/-0.41 (SD) L (39+/-14% predicted). Mean decline in trough FEV1 (i.e. FEV1 23-24 h after prior use of medication) between days 8 and 344 was 58 ml/year in the placebo group and 12 ml/year in the tiotropium group (p=0.005 vs. placebo); and between days 50 and 344 was 59 ml/year in the placebo group and 19 ml/year in the tiotropium group (p=0.036 vs. placebo). CONCLUSIONS: Based on a retrospective analysis of 1-year, placebo-controlled clinical trials, tiotropium was associated with a reduced rate of loss of FEV1. Longer-term trials specifically designed to study this effect are required to confirm this observation.

Administration, Inhalation↗

A time-series analysis of longitudinal weight changes in two adult women.

This study was conducted to examine individual longitudinal serial trends in body weight of two moderately obese adult women. Self-measured daily weights (over 5000 data points for subject 1 and over 3500 for subject 2) were averaged for each month and analyzed using a time-series analysis approach. The best statistical model for both women indicated a significant upward trend (gain 30 and 22 lb, respectively) interrupted by linear decreases (P less than 0.05) during weight loss programs over the 16- and 10-year observation periods, respectively. The women participated in six and eight weight control programs, respectively, and consistently lost weight, averaging 9.17 +/- 1.85 lb and 8.00 +/- 3.57 lb. Both subjects regained weight after dieting, in a period approximately 2.25 times as long as the diet. Numerous weight fluctuations occurred and one subject lost and then regained 10 percent of her body weight during two 5-year periods. Results are examined in terms of a possible weight increase protection benefit, as well as the deleterious medical potential that may occur with numerous weight loss attempts. Suggestions for future research are provided regarding weight cycling, seasonal variations, set point theory, aging effects, and the use of self-directed weight loss initiatives in conjunction with formal weight reduction programs. This study may serve as a prototype for exploring weight fluctuation using time-series analyses and for further investigating the etiology and clinical management of obesity.

Body Mass Index↗

Longitudinal thrombopoietin plasma concentrations in fetuses with alloimmune thrombocytopenia treated with intrauterine PLT transfusions.

BACKGROUND: The purpose of this study was to describe longitudinal thrombopoietin (TPO) plasma concentrations in fetuses with fetomaternal alloimmune thrombocytopenia (FMAIT). STUDY DESIGN AND METHODS: Group 1 was the control group, 8 fetuses with normal hematopoiesis. Group 2 consisted of 4 nonthrombocytopenic fetuses with fetomaternal human PLT antigen incompatibility. Group 3 consisted of 14 fetuses with prenatal-diagnosed severe FMAIT owing to human PLT antigen-1a incompatibility. Fetal PLT counts, MoAb-specific immobilization of PLT antigen score, and TPO plasma concentrations were measured in a total number of 94 serial samples taken by cordocentesis before intrauterine PLT transfusion. RESULTS: Normal fetal TPO plasma concentrations ranged between 15 and 119 pg per mL (Group 1 median, 67 pg/mL). In fetuses with risk of FMAIT but normal PLT counts, TPO concentrations were normal (Group 2 median, 72 pg/mL; range, <15-158 pg/mL). In FMAIT with thrombocytopenia, the median TPO concentration was significantly higher than in Groups 1 and 2 (Group 3 median, 172 pg/mL; range, 15-623 pg/mL; p < 0.001). In the longitudinal analysis, TPO concentrations remained constant (n = 8), peaked only transiently (n = 3), or increased at the end of gestation (n = 3). Elevated TPO concentrations (592 and 623 pg/mL) were detected in one patient, who already had intracranial hemorrhage in utero. CONCLUSION: TPO concentrations are normal or slightly elevated in FMAIT. Further clinical information can be provided by the longitudinal analysis of TPO concentrations in severe FMAIT.

Antigens, Human Platelet↗

A latent markov model for the analysis of longitudinal data collected in continuous time: states, durations, and transitions.

Markov models provide a general framework for analyzing and interpreting time dependencies in psychological applications. Recent work extended Markov models to the case of latent states because frequently psychological states are not directly observable and subject to measurement error. This article presents a further generalization of latent Markov models to allow for the analysis of rating data that are collected at arbitrary points in time. This extension offers new ways of investigating change processes by focusing explicitly on the durations that are spent in latent states. In an experience sampling application the author shows that such duration analyses can provide valuable insights about chronometric features of emotions.

Humans↗

A research database for improved data management and analysis in longitudinal studies.

We developed a research database for a five-year prospective investigation of the medical, social, and developmental correlates of chronic lung disease during the first three years of life. We used the Ingres database management system and the Statit statistical software package. The database includes records containing 1300 variables each, the results of 35 psychological tests, each repeated five times (providing longitudinal data on the child, the parents, and behavioral interactions), both raw and calculated variables, and both missing and deferred values. The four-layer menu-driven user interface incorporates automatic activation of complex functions to handle data verification, missing and deferred values, static and dynamic backup, determination of calculated values, display of database status, reports, bulk data extraction, and statistical analysis.

Bronchopulmonary Dysplasia↗

Longitudinal genotype analysis and quantification of hepatitis C virus in haemophilic patients receiving interferon-alpha therapy.

Haemophilic patients have a high prevalence of hepatitis C virus (HCV) infection because of the use of unsterilized clotting factor concentrates. Six major genotypes of HCV have been distinguished so far, with epidemiological evidence suggesting that genotypes 1-3 are common in the indigenous UK and US populations. The aim of this study was to analyse the changes in viral load and composition of the HCV quasispecies in haemophilic patients receiving therapy with interferon-alpha (IFN-alpha) using the four major methods currently available for HCV genotyping. The most consistent genotype results were obtained using restriction fragment-length polymorphism (RFLP) analysis when compared with the DNA sequence analysis, and showed that the dominant genotype can change in patients with mixed genotype infections treated with IFN-alpha. This study indicates the difficulties in studying this group of patients with mixed HCV genotype infections, and that frequent sampling is necessary, together with viral load measurement to monitor response to IFN-alpha therapy.

Adult↗

Continuity and change in preschool ADHD symptoms: longitudinal genetic analysis with contrast effects.

The genetic and environmental mediation of continuity and change in parent-reported ADHD symptoms were investigated in a cohort of over 6000 twin pairs at 2, 3 and 4 years of age. Genetic analyses of the cross-sectional data yielded heritability estimates of 0.78-0.81 at each age, with contrast effects. A common pathway model provided the best fit to the longitudinal data, indicating that genetic influences underlie 91% of the stable variance in ADHD symptomatology. In other words, what is stable for ADHD symptoms is largely genetic. Contrast effects acting in the same direction at different ages contributed to the observed continuity:longitudinal correlations were greater for dizygotic than monozygotic twins.

Attention Deficit Disorder with Hyperactivity↗

The effect of thyroxine on craniofacial morphology in the growing rat. Part I: A longitudinal cephalometric analysis.

The wide therapeutic use of hormones enhances the importance of detailed knowledge of the effects on skull growth. Thyroxine is known to regulate maturation of cell populations and long bone growth, but the influence on craniofacial bone remodelling is still obscure. One side effect of substitution therapy with thyroxine in children is premature closure of cranial sutures. The aim of the present study was to describe longitudinally the effect of different serum levels of thyroxine on craniofacial growth. In young rats injected with 20 micrograms/kg b.w. l-thyroxine for 28 days a change was found in craniofacial morphology measured by a cephalometric technique. A decrease in length of the viscerocranium was evident after 14 days, and occurred in connection with raised serum levels of thyroxine. In contrast, cranial base growth was increased between day 14 and 28 and also a catch-up growth in the viscerocranium was observed during this period. This observed change occurred after the induced peak in levels of thyroxine in serum had subsided. The inhibited forward directed growth of the viscerocranium was consistent with the fact that the skull in the thyroxine group developed a klinorhycial form in contrast to the normal orthocranialization. Thus, the craniofacial growth pattern was influenced by variations in the serum level of thyroxine. The effects of thyroxine on skull growth sites observed are consistent with reported effects of low dose of thyroxine on long bone growth.

Animals↗

The growth of the human embryo. A longitudinal biometric assessment from 7 to 12 weeks of gestation.

OBJECTIVES: Longitudinal studies of multiple parameters in the first trimester for assessment of embryonic growth are lacking. This study's aim was to register changes in growth over time, by taking several measurements of embryos on successive occasions and evaluating these changes by longitudinal analysis. DESIGN: This prospective longitudinal study describes the normal embryonic growth in vivo. Inclusion criteria were non-smoking women with single uneventful pregnancies, regular menstrual periods (28-30 days) and no hormone therapy in the 3 months prior to the pregnancy. Exclusion criteria were pregnancy complications such as diabetes, pre-eclampsia, delivery of preterm or growth-restricted infants. Of 36 recruited pregnant women, 29 met these criteria. Each pregnancy was examined five times between 7 and 12 weeks of gestation. This resulted in a two-level data set, where level 1 consisted of the observations and level 2 consisted of the individuals. The longitudinal data were analyzed with a software package specially created for multilevel analysis. RESULTS: The growth of the biparietal diameter (BPD), occipitofrontal diameter (OFD), mean abdominal diameter (MAD), chorionic cavity diameter and amniotic cavity diameter was constant; the growth of the crown-rump length (CRL) and the yolk sac diameter was not constant. Variation in the data sets was mainly caused by variation between the embryos/fetuses. CONCLUSIONS: The measured parameters except for the yolk sac showed a high degree of uniformity with virtually the same growth velocities. The yolk sac demonstrated uniform growth until week 10 only. Differences between the gestational age based on the last menstrual period and the true gestational age, and/or differences in the early growth of the embryos before the start of the study at 7 weeks, may have contributed to the variation between the individuals.

Adult↗

Influence of physical activity on depression and anxiety of former elite athletes.

The purpose of this study was to investigate the influence of physical activity and other factors on the mood of former elite male athletes and controls of middle and old age. The subjects were 664 former athletes and 500 controls who answered questionnaires in 1985 and 1995. The dependent variables depressive and anxiety symptoms were assessed by the shortened anxiety and depression scales of the BSI-53. Logistic regression was used for longitudinal as well as cross-sectional analyses to estimate odds ratios for symptoms of depression and anxiety in relation to leisure physical activity adjusted for age in 1995, sports group, personality characteristics, alcohol use, smoking, marital status, life events and socio-economic status. In the longitudinal analysis, low levels of physical activity as well as neuroticism, dissatisfaction, marital status, life events and social class in 1985 increased the risk of depression in 1995. Also physical activity has a protective effect against depressiveness; an increase of one MET-unit (hour/day) statistically significantly decreased the risk of depressiveness by 8 %. In the longitudinal analysis, physical activity had no significant association with anxiety. Cross-sectional analysis for depressive symptoms in 1995, but not for anxiety found associations with sports group and physical activity as well as alcohol use and marital status. Very high physical activity has a significant protective effect against depression.

Adult↗

Acute COVID-19 severity and impaired cognitive function up to 32&#xa0;months after diagnosis: an observational study.

BACKGROUND: Cognitive dysfunction ("brain fog") is a commonly reported post-COVID-19 symptom. Leveraging data from five general population cohorts across four European countries (Estonia, Iceland, Norway, and Sweden), we assessed long-term prevalence of impaired subjective cognitive function among individuals diagnosed with COVID-19 by acute illness severity. METHODS: The included cohorts consisted of adult participants recruited from March 2020 and followed with self-report measures of cognitive function and past COVID-19 infection (except one cohort consisting of clinically confirmed COVID-19 cases) through February 2023. In a cross-sectional analysis we contrasted the prevalence of impaired cognitive function among individuals with and without a COVID-19 diagnosis, overall and by illness severity up to 32&#xa0;months post-diagnosis. We adjusted for age, gender, education, relationship status, binge drinking, body mass index, previous psychiatric diagnosis, number of chronic medical conditions, and response period. In a longitudinal analysis, we assessed potential changes in cognitive function scores before and after COVID-19 diagnosis. RESULTS: The study population consisted of 153,841 participants (71% women), with 31,359 (20.4%) reporting a positive COVID-19 test. Overall, a COVID-19 diagnosis was not statistically significantly associated with increased prevalence ratio (PR) of impaired cognitive function (PR 1.30 [95% CI: 0.98-1.71]). Individuals bedridden due to COVID-19 for 1-6&#xa0;days (PR 1.38 [95% CI 0.96-1.99]) or&#x2009;&#x2265;&#x2009;7&#xa0;days (2.59 [1.55-4.33]) had higher prevalence of impaired cognitive function compared to those never diagnosed, while individuals never bedridden had a lower prevalence to those never diagnosed with COVID-19 (0.89 [0.80-1.00]). These findings were corroborated in the longitudinal analysis where a pre- to post diagnosis decline in cognitive function was observed among individuals bedridden due to COVID-19 (p&#x2009;<&#x2009;0.0001). CONCLUSIONS: The data indicates that a severe COVID-19 acute illness course is associated with impaired cognitive function up to 18-32&#xa0;months after COVID-19 diagnosis.

Adult↗