scholarly journals The Role of Chance in the Census Bureau Database Reconstruction Experiment

2021 ◽  
Author(s):  
Steven Ruggles ◽  
David Van Riper
Keyword(s):  
Clinical Trial ◽  
Null Model ◽  
State Level ◽  
Census Bureau ◽  
Control Group ◽  
Tabular Data ◽  
New Approach ◽  
Individual Level ◽  
Simple Simulation ◽  
Credible Threat

AbstractThe Census Bureau plans a new approach to disclosure control for the 2020 census that will add noise to every statistic the agency produces for places below the state level. The Bureau argues the new approach is needed because the confidentiality of census responses is threatened by “database reconstruction,” a technique for inferring individual-level responses from tabular data. The Census Bureau constructed hypothetical individual-level census responses from public 2010 tabular data and matched them to internal census records and to outside sources. The Census Bureau did not compare these results to a null model to demonstrate that their success in matching would not be expected by chance. This is analogous to conducting a clinical trial without a control group. We implement a simple simulation to assess how many matches would be expected by chance. We demonstrate that most matches reported by the Census Bureau experiment would be expected randomly. To extend the metaphor of the clinical trial, the treatment and the placebo produced similar outcomes. The database reconstruction experiment therefore fails to demonstrate a credible threat to confidentiality.

A Time-Space Stream of DACA Benefits and Barriers Gleaned From the American Community Survey

2020 ◽  
Vol 42 (2) ◽  
pp. 143-164
Author(s):  
Richard C. Jones
Keyword(s):  
Mexican Americans ◽  
National Level ◽  
State Level ◽  
Work Force ◽  
The United States ◽  
Community Survey ◽  
Control Group ◽  
American Community Survey ◽  
Individual Level ◽  
Time Space

This study investigates the educational and economic attainment of Mexican Dreamers over the 4 years since DACA was implemented (2012–2016). A time-space stream of benefits and barriers is evaluated at the national, state, and individual levels. Based on assumptions linking the DACA-eligible to DACA recipients, I examine the annual American Community Survey (ACS) to glean insights not provided elsewhere. At national level, the results suggest that young Mexican Dreamers entered the workforce at higher rates, but college at lower rates, than a control group of Mexican Americans. At state level, in supportive states these Dreamers entered college at higher rates but the work force at slightly lower rates, than they did in restrictive states. At the individual level, it is revealed that DACA strongly promoted college over work for women, but just the reverse for men. These distinctions are bringing about new inequalities within the Mexican Dreamer community in the United States.

scholarly journals Health Implications of Migration: Cross-Classified Multilevel Models to Disentangle Country of Origin and State of Resettlement Effects of Bodyweight (P04-106-19)

2019 ◽  
Vol 3 (Supplement_1) ◽  
Author(s):  
Rebecca Jones ◽  
Regine Haardoerfer ◽  
Fernando Riosmena ◽  
Solveig Argeseanu Cunningham
Keyword(s):  
Multilevel Models ◽  
Country Of Origin ◽  
Null Model ◽  
State Level ◽  
The State ◽  
Bayes Estimation ◽  
Individual Country ◽  
Individual Level ◽  
Country Level ◽  
Multi Level

Abstract Objectives Pre- and post-migration environments have differing demographic, social and economic characteristics which can affect health (Figure 1). What level of variance in bodyweight is attributable to individual-, country of origin-, and state of resettlement-level factors? Methods We test what portion of the variance (as captured through intra-cluster correlations (ICCS)) in bodyweight is attributable to multi-level factors. Data come from the New Immigrant Survey (NIS), a nationally representative, longitudinal study of international migrants. The outcome of interest is BMI (kg/m2) (n = 7329). We utilize a cross-classified multi-level model approach (CCMM), where clustering in both country of origin and state of resettlement are modeled simultaneously using Bayes estimation. Results Preliminary results are based upon the public version of the NIS, which condenses states of resettlement into 15 states/regions and countries of origin into 27 countries/regions. For the conference, access to the restricted-access dataset will allow for expansion of level-2 clusters to include specific states and countries. Table 1 presents results of initial models for country-only, state-only, and CCMM-predicted BMI. In the null model (Model 1), the between-level variance in BMI was driven largely by the country of origin (4.3) and not by the state of resettlement (0.04). In the CCMM, the country ICC was 7.5% and the state ICC was 0.09% indicating that state-level variance was minimal. Throughout, estimates for CCMM are closely aligned with estimates in the country-only model, further indicating that country-level variance is playing a much larger part than state-level variance in individual-level BMI after being in the country for eight years on average. Conclusions The large share of the variance in BMI at the point of legal permanent residency in 2003 is attributable to individual-level factors. Some variance in this baseline BMI is also attributable to where an individual was born. This research helps contribute to our understanding of how environments shape health behaviors. Funding Sources Research reported in this presentation was supported in part by the NIDDK of the NIH. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH. Supporting Tables, Images and/or Graphs

Efficacy of Aloe vera/ Plantago Major Gel in Diabetic Foot Ulcer: A Randomized Double-Blind Clinical Trial

2019 ◽  
Vol 16 (2) ◽  
pp. 223-231 ◽  
Author(s):  
Younes Najafian ◽  
Zahra M. Khorasani ◽  
Mona N. Najafi ◽  
Shokouh S. Hamedi ◽  
Marjan Mahjour ◽  
...  
Keyword(s):  
Clinical Trial ◽  
Diabetic Foot ◽  
Intervention Group ◽  
Aloe Vera ◽  
Foot Ulcer ◽  
Diabetic Foot Ulcer ◽  
Control Group ◽  
Plantago Major ◽  
Double Blind ◽  
Significant Difference

Background:Diabetic foot ulcer (DFU) is one of the most common complications of diabetic patients. Mostly, non-healing DFU leads to infection, gangrene, amputation and even death. High costs and poor healing of the wounds need a new treatment such as alternative medicine. So, the aim of this study was to evaluate the efficacy of Aloe vera/ Plantago major gel (Plantavera gel) in healing of DFUMethods:Forty patients with DFU enrolled in a double-blind randomized clinical trial. The patients who were randomly assigned into the intervention group (n = 20), received topical Plantavera gel in addition to the routine cares, whereas the patients in the control group (n = 20), received topical Placebo gel in addition to the routine cares. Intervention was done twice a day for 4 weeks in the both groups. Photography and an evaluation of DFU healing were conducted by a checklist and then were scored at baseline and at the end of each week. The collected data was analyzed by SPSS software.Results:At the end of the study, there was a significant difference between the two groups in terms of total ulcer score (P<0.001) and Plantavera gel significantly reduced the ulcer surface comparing with the control group (P=0.039). However, there was not a significant difference between the two groups (P=0.263) in terms of the ulcer depth. During this study, no side effect was observed for Plantavera gel in the intervention group.Conclusion:Topical Plantavera gel seems to be an effective, cheap and safe treatment. Of course, further studies are required to confirm the properties of the wound healing of this gel.

scholarly journals Modeling Epidemic Spread among a Commuting Population Using Transport Schemes

Mathematics ◽  
2021 ◽  
Vol 9 (16) ◽  
pp. 1861
Author(s):  
Daniela Calvetti ◽  
Alexander P. Hoover ◽  
Johnie Rose ◽  
Erkki Somersalo
Keyword(s):  
Network Model ◽  
Transport Theory ◽  
Optimal Transport ◽  
State Level ◽  
Compartment Model ◽  
Census Bureau ◽  
Mitigation Strategies ◽  
Mitigation Measures ◽  
Metapopulation Model ◽  
Infection Dynamics

Understanding the dynamics of the spread of COVID-19 between connected communities is fundamental in planning appropriate mitigation measures. To that end, we propose and analyze a novel metapopulation network model, particularly suitable for modeling commuter traffic patterns, that takes into account the connectivity between a heterogeneous set of communities, each with its own infection dynamics. In the novel metapopulation model that we propose here, transport schemes developed in optimal transport theory provide an efficient and easily implementable way of describing the temporary population redistribution due to traffic, such as the daily commuter traffic between work and residence. Locally, infection dynamics in individual communities are described in terms of a susceptible-exposed-infected-recovered (SEIR) compartment model, modified to account for the specific features of COVID-19, most notably its spread by asymptomatic and presymptomatic infected individuals. The mathematical foundation of our metapopulation network model is akin to a transport scheme between two population distributions, namely the residential distribution and the workplace distribution, whose interface can be inferred from commuter mobility data made available by the US Census Bureau. We use the proposed metapopulation model to test the dynamics of the spread of COVID-19 on two networks, a smaller one comprising 7 counties in the Greater Cleveland area in Ohio, and a larger one consisting of 74 counties in the Pittsburgh–Cleveland–Detroit corridor following the Lake Erie’s American coastline. The model simulations indicate that densely populated regions effectively act as amplifiers of the infection for the surrounding, less densely populated areas, in agreement with the pattern of infections observed in the course of the COVID-19 pandemic. Computed examples show that the model can be used also to test different mitigation strategies, including one based on state-level travel restrictions, another on county level triggered social distancing, as well as a combination of the two.

scholarly journals Effects of a positive thinking program on hope and sleep quality in Iranian patients with thalassemia: a randomized clinical trial

2021 ◽  
Vol 9 (1) ◽  
Author(s):  
Somayeh Makaremnia ◽  
Marieh Dehghan Manshadi ◽  
Zahra Khademian
Keyword(s):  
Clinical Trial ◽  
Sleep Quality ◽  
Training Program ◽  
Randomized Clinical Trial ◽  
Thalassemia Major ◽  
Trial Registration ◽  
Control Group ◽  
Positive Thinking ◽  
Experimental Group

Abstract Background Thalassemia have a negative impact on the patients' psychological health and sleep quality. This study aimed to determine the effects of a positive thinking training program on hope and sleep quality of patients with thalassemia major. Methods This randomized clinical trial was conducted on 78 patients with thalassemia major including 36 males (46.2%) and 42 females (53.8%) with a mean age of 25.56 ± 29.6 in Iran. Subjects were randomly assigned into experimental and control groups. Experimental group received 16 h training based on positive thinking materials published by Martin Seligman. Control group received only usual programs. Data were collected at baseline, as well as immediately and one month after the intervention, using Snyder’s Hope Scale and the Pittsburgh Sleep Quality Index. Data analysis was performed using SPSS Software 18.0; statistical tests included the independent T-test, the Chi-square, Mann Whitney, and Friedman test. Significance level was set at 0.05 in this study. Results The experimental group had a significantly higher mean hope score compared to the control group immediately (45.38 ± 7.82 vs. 35.32 ± 5.54, P < 0.001) and one month following intervention (44.67 ± 3.47 vs. 35 ± .54, P < 0.001). Moreover, the mean sleep quality scores of the experimental group was significantly greater than that for control group immediately (5.35 ± 2.02 vs. 7 ± 2.4, P = 0.004) and one month after the intervention (4.23 ± 2.2 vs.7.02 ± 3.03, P < 0.001). Conclusion Since our training program on positive thinking improved hope and quality of sleep in patients with thalassemia major, we recommend the use of such courses as an important step toward promotion of hope and sleep quality among these patients. Trial registration The name of the registry: Iranian Registry of Clinical Trials. Trial Registration Number: IRCT2017010431774N1. URL of the trial registry record: https://en.irct.ir/trial/24923. Registration Date: 07/03/2017.

scholarly journals Efficacy and safety of duloxetine for postoperative pain after total knee arthroplasty in centrally sensitized patients: study protocol for a randomized controlled trial

2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Shicheng Wang ◽  
Wensheng Wang ◽  
Long Shao ◽  
Jing Ling
Keyword(s):  
Clinical Trial ◽  
Total Knee Arthroplasty ◽  
Randomized Controlled Trial ◽  
Pain Control ◽  
Controlled Trial ◽  
Control Group ◽  
Efficacy And Safety ◽  
Randomized Controlled ◽  
Total Knee ◽  
Postoperative Residual

Abstract Background Postoperative residual knee pain after total knee arthroplasty (TKA) is a significant factor that contributes to patient dissatisfaction. Patients with preoperative central sensitization (CS) may be more susceptible to unexplained chronic pain after TKA, and duloxetine has been reported to be effective in post-TKA pain control in patients with CS. However, there remains limited evidence to support this off-label use in routine clinical practice. Hence, we designed this randomized, placebo-controlled, triple-blind clinical trial to evaluate the effects of preoperative screening and targeted duloxetine treatment of CS on postoperative residual pain compared with the care-as-usual control group. Methods This randomized controlled trial includes patients with knee osteoarthritis on a waiting list for primary unilateral TKA. Patients with preoperative CS will be randomly allocated to the perioperative duloxetine treatment group (duloxetine group) or the care-as-usual control group (placebo group). Patients in the duloxetine group will receive a half-dose of preemptive duloxetine (30 mg/day) for a week before surgery and a full-dose of duloxetine (60 mg/day) for six weeks after surgery. The primary outcome is the intensity of residual pain at six months after TKA, including the visual analogue scale, 11-point numeric rating scale, the sensory dimension of the brief pain inventory, and the pain subscale of the Knee injury and Osteoarthritis Outcome Score. The secondary outcome measures will include the pain and function related outcomes. All of the patients will be followed up at one, three, and six months after surgery. All adverse events will be recorded and immediately reported to the primary investigator and ethics committee to decide if the patient needs to drop out from the trial. Discussion This clinical trial will convey the latest evidence of the efficacy and safety of the application of duloxetine in postoperative pain control in CS patients who are scheduled for TKA. The study results will be disseminated at national and international conferences and published in peer-reviewed journals. Trial registration Chinese Clinical Trial Registry (http://www.chictr.org.cn) registration number: ChiCTR2000031674. Registered 07 April 2020.

scholarly journals Intraoperative protective ventilation in patients undergoing major neurosurgical interventions: a randomized clinical trial

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Federico Longhini ◽  
Laura Pasin ◽  
Claudia Montagnini ◽  
Petra Konrad ◽  
Andrea Bruni ◽  
...  
Keyword(s):  
Clinical Trial ◽  
Clinical Outcome ◽  
Adverse Events ◽  
Respiratory Rate ◽  
Randomized Clinical Trial ◽  
Protective Ventilation ◽  
Adult Patients ◽  
Control Group ◽  
Neurosurgical Procedures ◽  
Neurosurgical Patients

Abstract Background Post-operative pulmonary complications (PPC) can develop in up to 13% of patients undergoing neurosurgical procedures and may adversely affect clinical outcome. The use of intraoperative lung protective ventilation (LPV) strategies, usually including the use of a low Vt, low PEEP and low plateau pressure, seem to reduce the risk of PPC and are strongly recommended in almost all surgical procedures. Nonetheless, feasibility of LPV strategies in neurosurgical patients are still debated because the use of low Vt during LPV might result in hypercapnia with detrimental effects on cerebrovascular physiology. Aim of our study was to determine whether LPV strategies would be feasible compared with a control group in adult patients undergoing cranial or spinal surgery. Methods This single-centre, pilot randomized clinical trial was conducted at the University Hospital “Maggiore della Carità” (Novara, Italy). Adult patients undergoing major cerebral or spinal neurosurgical interventions with risk index for pulmonary post-operative complications > 2 and not expected to need post-operative intensive care unit (ICU) admission were considered eligible. Patients were randomly assigned to either LPV (Vt = 6 ml/kg of ideal body weight (IBW), respiratory rate initially set at 16 breaths/min, PEEP at 5 cmH2O and application of a recruitment manoeuvre (RM) immediately after intubation and at every disconnection from the ventilator) or control treatment (Vt = 10 ml/kg of IBW, respiratory rate initially set at 6–8 breaths/min, no PEEP and no RM). Primary outcomes of the study were intraoperative adverse events, the level of cerebral tension at dura opening and the intraoperative control of PaCO2. Secondary outcomes were the rate of pulmonary and extrapulmonary complications, the number of unplanned ICU admissions, ICU and hospital lengths of stay and mortality. Results A total of 60 patients, 30 for each group, were randomized. During brain surgery, the number of episodes of intraoperative hypercapnia and grade of cerebral tension were similar between patients randomized to receive control or LPV strategies. No difference in the rate of intraoperative adverse events was found between groups. The rate of postoperative pulmonary and extrapulmonary complications and major clinical outcomes were similar between groups. Conclusions LPV strategies in patients undergoing major neurosurgical intervention are feasible. Larger clinical trials are needed to assess their role in postoperative clinical outcome improvements. Trial registration registered on the Australian New Zealand Clinical Trial Registry (www.anzctr.org.au), registration number ACTRN12615000707561.

scholarly journals The control of pain due to dentin hypersensitivity in individuals with molar–incisor hypomineralisation: a protocol for a randomised controlled clinical trial

BMJ Open ◽  
2021 ◽  
Vol 11 (3) ◽  
pp. e044653
Author(s):  
Ana Paula Taboada Sobral ◽  
Elaine Marcilio Santos ◽  
Ana Cecilia Aranha ◽  
Paulo Vinícius Soares ◽  
Caroline Moraes Moriyama ◽  
...  
Keyword(s):  
Clinical Trial ◽  
Tooth Enamel ◽  
Control Group ◽  
Controlled Clinical Trial ◽  
Dentin Hypersensitivity ◽  
Molar Incisor Hypomineralisation ◽  
Randomised Controlled Clinical Trial ◽  
Sensitive Teeth ◽  
Randomised Controlled ◽  
Incisor Hypomineralisation

IntroductionDentin hypersensitivity (DH) is defined as high sensitivity of the vital dentin when exposed to thermal, chemical or tactile stimuli. Two mechanisms are required for the occurrence of DH: (1) the dentin must be exposed and (2) the dentinal tubules must be open and connected to the pulp. Molar–incisor hypomineralisation (MIH) is a qualitative abnormality of a genetic origin that affects tooth enamel and, in most cases, is accompanied by DH. The control of tooth sensitivity is fundamental to the successful treatment of MIH. The aim of the proposed randomised, controlled, clinical trial is to evaluate the effectiveness of different protocols for the control of DH in patients with teeth affected by MIH.Methods and analysisOne hundred and forty patients who meet the inclusion criteria will be allocated to four groups. Group 1 will be the control group (placebo). In Group 2, sensitive teeth will be sealed with PermaSeal (Ultradent). In Group 3, sensitive teeth will receive low-level laser (LLL, AsGaAl) at a wavelength of 780 nm (Laser XT Therapy, DMC, São Carlos, Brazil). In Group 4, sensitive teeth will be treated with both LLL and PermaSeal (Ultradent). DH will be evaluated 15 min after the application of the treatments and the patients will be reevaluated 1 week, 1 month, 3 months and 6 months after the treatments. The primary outcome of this study is change in pain/sensitivity, when evaluated through a Visual Analogue Scale, to determine the effectiveness of the proposed treatments, as well as differences among the evaluation times for each proposed treatment.Ethics and disseminationThis protocol has been ethically approved by the local medical ethical committee (protocol number: 4.020.261). Results will be submitted to international peer-reviewed journals and presented at international conferences.Trial registration numberNCT04407702.

scholarly journals The effect of oat bran consumption on gestational diabetes: a randomized controlled clinical trial

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Zahra Barati ◽  
Mina Iravani ◽  
Majid Karandish ◽  
Mohammad Hosein Haghighizadeh ◽  
Sara Masihi
Keyword(s):  
Clinical Trial ◽  
Blood Glucose ◽  
Gestational Diabetes ◽  
Fasting Blood Glucose ◽  
Intervention Group ◽  
Control Group ◽  
Controlled Clinical Trial ◽  
Standard Diet ◽  
Oat Bran ◽  
Significant Difference

Abstract Background Gestational diabetes is the most common medical complication in pregnancy, and it has many side effects for the mother and the fetus. The aim of this study was to evaluate the effect of oat bran consumption on gestational diabetes. Methods This study is a randomized clinical trial that was performed on 112 women with gestational diabetes treated with diet. Participants were randomly divided into two groups of 56. Participants in both groups were given a diet for gestational diabetes. In addition to the diet, the intervention group received 30 g of oat bran daily for 4 weeks at lunch and dinner. Tests of fasting blood glucose and two-hour postprandial (2hpp) glucose were taken from both groups: before the intervention, and 2 and 4 weeks after the start of the intervention. Data analysis was performed using SPSS statistical software (version 22) using independent t-test, as well as Chi-square and Mann-Whitney tests. P values less than 0.05 were considered statistically significant. Results There was no statistically significant difference between the two groups in terms of mean blood glucose before the intervention, while 2 and 4 weeks after the intervention, mean fasting blood glucose and two-hour postprandial (2hpp) glucose decreased significantly in the intervention group compared with the control group (P < 0.001). Conclusion Based on the results of this study, the addition of oat bran to the standard diet for pregnant women with gestational diabetes reduced fasting blood glucose and two-hour postprandial (2hpp) glucose. More detailed studies with higher sample sizes are recommended to prove the effectiveness of this valuable dietary supplement. Trial registration IRCT registration number:IRCT20191220045828N1. Registration date: 2020-04-18. Registered while recruiting.

scholarly journals Effect of Baduanjin exercise intervention on cognitive function and quality of life in women with breast cancer receiving chemotherapy: study protocol of a randomized controlled trial

Trials ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Xiao-Lin Wei ◽  
Ru-Zhen Yuan ◽  
Yong-Mei Jin ◽  
Shu Li ◽  
Ming-Yue Wang ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Quality Of Life ◽  
Clinical Trial ◽  
Cognitive Function ◽  
Exercise Intervention ◽  
Early Stage ◽  
Early Stage Breast Cancer ◽  
Pharmacological Intervention ◽  
Control Group

Abstract Background More than 50% cognitive impairment was reported by cancer patients before and after medical treatment. However, there are no effective interventions to manage the cognitive problem in women with breast cancer. This pilot study was designed to evaluate the protective effect of Baduanjin exercise on cognitive function and cancer-related symptoms in women with early-stage breast cancer undergoing chemotherapy. Method A single-blinded, randomized control trial was designed. The trial will recruit 70 patients with early-stage breast cancer scheduled to receive chemotherapy from Shanghai in China. All participants will be randomly assigned to (1:1) the supervised Baduanjin group (5 times/week, 30 min each time) or the wait-list control group for 3 months. The effect of Baduanjin exercise intervention will be evaluated by outcome measures including subjective and objective cognitive function, symptoms (fatigue, depression, and anxiety), and health-related quality of life at pre-intervention (T0), 8 weeks (T1), and 12 weeks (T2). The PCI score in the FACT-Cog as the primary cognitive outcome will be reported descriptively, while effect sizes and 95% confidence intervals (CIs) will be calculated. The collected data will be analyzed by using an intention-to-treat principle and linear mixed-effects modeling. Discussion This is the first randomized clinical trial to investigate whether Baduanjin exercise will have a positive role in improving cognitive function in women with breast cancer receiving chemotherapy. If possible, Baduanjin exercise will be a potential non-pharmacological intervention to manage cognitive dysfunction and promote survivorship care among breast cancer survivors. Trial registration Chinese Clinical Trial Registry (ChiCTR) ChiCTR2000033152. Registered on 22 May 2020

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