cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34976/2xy2-3111
title: PMA2020 Democratic Republic of Congo (Kinshasa, Kongo Central) Round 7 Household Female Survey (2018)

description: Democratic Republic of Congo (Kinshasa) Round 7 Household and Female survey (HQFQ) used a two-stage cluster design to draw a sample of 58 enumeration areas (EA) representative for the city of Kinshasa, using selection probabilities proportional to EA size. Sampling and listing of households occurred prior to the start of data collection. For each EA, 33 households were randomly selected, and all women of reproductive age (ages 15-49) within each selected household were contacted and consented to be interviewed. A total of 1,854 households, and 2,597 females were interviewed. Data collection was conducted between October and November 2018.Democratic Republic of Congo (Kongo Central) Round 7 Household and Female survey (HQFQ) used a two-stage cluster design to draw a sample of 52 enumeration areas (EA) representative for the city of Kongo Central, using selection probabilities proportional to EA size. Sampling and listing of households occurred prior to the start of data collection. For each EA, 33 households were randomly selected, and all women of reproductive age (ages 15-49) within each selected household were contacted and consented to be interviewed. A total of 1,682 households, and 1,751 females were interviewed. Data collection was conducted between October and November 2018. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/7113-xc71
title: PMA Niger Phase 2 Client Exit Interview Follow-up Survey (2022)

description: PMA Niger Phase 2 (NEP2) Client Exit Interview Follow-up Survey includes 103 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national and regional level. The final sample included 312 clients which completed the interview. Data collection was conducted between August and September 2022. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/1hrp-p268
DOI: 10.34976/bryq-pf28
title: PMA2020 Kenya Round 2 Household Female Survey (2014)

description: Kenya Round 2 Household and Female (HQFQ) survey used a two-stage cluster design with counties as strata. A sample of 120 enumeration areas (EAs) was drawn by the Kenya National Bureau of Statistics from its master sampling frame. In each EA was listed and mapped, with 42 households randomly selected. Households were surveys and occupants enumerated. All eligible females of reproductive age 15 to 49 were contacted and consented for interviews. The final sample included 4,601 households and 4,323 females. Data collection was conducted between November and December, 2014. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/mvrd-3b56
title: PMA2020 Niger Round 2 Household Female Survey (2016)

description: Niger (National) Round 2 Household and Female (HQFQ) survey used a two-stage cluster design with Niamey, urban areas outside of Niamey, and rural areas as the strata. A sample of 84 enumeration areas (EAs) was drawn by Niger’s National Statistics Institute (INS) from its master sampling frame. Each EA was listed and mapped. 35 households were randomly selected. Occupants in selected households were enumerated and eligible females of reproductive age (15-49) were contacted and consented for interview. Data collection was conducted between February and April, 2016. The final completed sample was 2,894 households and 3,193 women of reproductive age. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/vjsm-f098
title: PMA Niger Phase 2 Client Exit Interview Baseline Survey (2022)

description: PMA Niger Phase 2 (NEP2) Client Exit Interview Baseline Survey includes 103 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national and regional level. The final sample included 743 clients which completed the interview. Data collection was conducted between January 2022 and April 2022. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/1hrp-p268
DOI: 10.7281/t1/dp2u9m
title: Datasets associated with “Validating a dimension of doubt in decision-making: a proposed endophenotype for obsessive-compulsive disorder”

description: Doubt is subjective uncertainty about one’s perceptions and recall. It can impair decision-making and is a prominent feature of obsessive-compulsive disorder (OCD). We propose that evaluation of doubt during decision-making provides a useful endophenotype with which to study the underlying pathophysiology of OCD and potentially other psychopathologies. For the current study, we developed a new instrument, the Doubt Questionnaire, to clinically assess doubt, and evaluated its psychometric properties. The random dot motion task was used to measure reaction time and subjective certainty, at varying levels of perceptual difficulty, in individuals who scored high and low on doubt, and in individuals with and without OCD. We found that doubt scores were significantly higher in OCD cases than controls. Drift diffusion modeling revealed that high doubt scores predicted slower evidence accumulation than did low doubt scores; and OCD diagnosis lower than controls. At higher levels of dot coherence, OCD participants exhibited significantly slower drift rates than did controls. In addition, at higher levels of coherence, high doubt subjects exhibited even slower drift rates and reaction times than low doubt subjects. Moreover, under high coherence conditions, individuals with high doubt scores reported lower certainty in their decisions than did those with low doubt scores. We conclude that the Doubt Questionnaire is a useful instrument for measuring doubt. Compared to those with low doubt, those with high doubt accumulate evidence more slowly and report lower certainty when making decisions under conditions of low uncertainty. High doubt may affect the decision-making process in individuals with OCD. The dimensional doubt measure is a useful endophenotype for OCD research and could enable computationally rigorous and neurally valid understanding of decision-making and its pathological expression in OCD and other disorders.
DOI: 10.7281/t1/gcuwsl
title: Data associated with the publication: A quantitative synthesis of outcomes of educational technology approaches in K-12 mathematics

description: Dataset used in a meta-analysis examining the effects of educational technology on mathematics outcomes. Includes effects from 40 studies with codes for study and methodological features.
DOI: 10.7281/t1/ihpxxr
title: Data associated with the publication: Explaining the decay of nucleic acid-based sensors under continuous voltammetric interrogation

description: Nucleic acid-based electrochemical sensors (NBEs) can support continuous and highly selective molecular monitoring in biological fluids, in vitro and in vivo, via affinity-based interactions. Such interactions afford a sensing versatility that is not supported by strategies that depend on target-specific reactivity. Thus, NBEs have significantly expanded the scope of molecules that can be monitored continuously in biological systems. However, the technology is limited by the lability of the thiol-based monolayers employed for sensor fabrication. Seeking to understand the main drivers of monolayer degradation, we studied four possible mechanisms of NBEs decay: (i) passive desorption of monolayer elements in undisturbed sensors, (ii) voltage-induced desorption under continuous voltammetric interrogation, (iii) competitive displacement by thiolated molecules naturally present in biofluids like serum, and (iv) protein binding. Our results indicate that voltage-induced desorption of monolayer elements is the main mechanism by which NBEs decay in phosphate-buffered saline. This degradation can be overcome by using a voltage window comprised between -0.2 V and 0.2 V vs Ag|AgCl, reported for the first time in this work, where electrochemical oxygen reduction and surface gold oxidation cannot occur. This result underscores the need for chemically stable redox reporters with more positive reduction potentials than the benchmark methylene blue, and able to cycle thousands of times between redox states to support continuous sensing for long periods. Additionally, in biofluids the rate of sensor decay is further accelerated by the presence of thiolated small molecules like cysteine and glutathione, which can competitively displace monolayer elements even in the absence of voltage-induced damage. We hope that this work will serve as a framework to inspire future development of novel sensor interfaces aiming to eliminate the mechanisms of signal decay in NBEs.
DOI: 10.7281/t1/jvtxfi
title: Data associated with the publication: Trends and enrollment in Medicare Advantage “affinity plans”

description: The dataset includes detailed methods and a table containing plans identified in the paper Trends and Enrollment in Medicare Advantage “Affinity Plans.”
DOI: 10.7281/t1/lwandp
title: Data associated with the publication: Enhancing electrical conductivity and power factor in poly-glycol-bithienylthienothiophene with oligoethylene glycol side chains through tris (pentafluorophenyl) borane doping

description: Device electronic data, micrographs, thermoelectric and charge density analyses
DOI: 10.7281/t1/orp47n
title: Data associated with the publication: Bilateral widefield calcium imaging reveals circuit asymmetries and lateralized functional activation of mouse auditory cortex.

description: The deposited data includes MATLAB scripts (.m files) and the corresponding data (.mat files) required to reproduce the figures in the publication. Additional calcium dynamic traces for each animal are also included. Data are stored in either .mat files or .tif files. Some text files (.txt) are included for instruction on using the MATLAB scripts (.m files) for generating figures.
DOI: 10.7281/t1/re5gok
title: Data and code associated with the publication: Tuning N-Heterocyclic Carbene Wingtips to Form Electrochemically Stable Adlayers on Metals.

description: Self-assembled monolayers (SAMs) are employed in electrochemical biosensors to passivate and functionalize electrode surfaces. These monolayers prevent the occurrence of undesired electrochemical reactions and act as scaffolds for coupling bioaffinity reagents. Thiols are the most common adlayer used for this application; however, the thiol-gold bond is susceptible to competitive displacement by naturally occurring solvated thiols in biological fluids, as well as to desorption under continuous voltage interrogation. To overcome these issues, N-heterocyclic carbene (NHC) monolayers have been proposed as an alternative for electrochemical biosensor applications due to the strong carbon-gold bond. To maximize the effectiveness of NHCs for SAMs, a thorough understanding of both the steric effects of wingtip substituents and NHC precursor type to the passivation of electrode surfaces is required. In this study, five different NHC wingtips as well as two kinds of NHC precursors were evaluated. The best performing NHC adlayers can be cycled continuously for four days (over 30,000 voltammetric cycles) without appreciably desorbing from the electrode surface. Benchmark thiol monolayers, in contrast, rapidly desorb after only twelve hours. Investigations also show NHC adlayer formation on other biosensor-relevant electrodes such as platinum and palladium.
DOI: 10.7281/t1/vwr4gr
title: Data and software associated with Seviour et al. 2017, The Stability of Mars’ Annular Polar Vortex

description: The Martian polar atmosphere is known to have a persistent local minimum in potential vorticity (PV) near the winter pole, with a region of high PV encircling it. This finding is surprising since an isolated band of PV is barotropically unstable, a result going back to Rayleigh. Here we investigate the stability of a Mars-like annular vortex using numerical integrations of the rotating shallow water equations. We show how the mode of instability and its growth rate depends upon the latitude and width of the annulus. By introducing thermal relaxation towards an annular equilibrium profile with a time scale similar to that of the instability, we are able to simulate a persistent annular vortex with similar characteristics as that observed in the Martian atmosphere. This time scale, typically 0.5-2 sols, is similar to radiative relaxation time scales for Mars’ polar atmosphere. We also demonstrate that the persistence of an annular vortex is robust to topographic forcing, as long as it is below a certain amplitude. We hence propose that the persistence of this barotropically unstable annular vortex is permitted due to the combination of short radiative relaxation time scales and relatively weak topographic forcing in the Martian polar atmosphere.
DOI: 10.7281/t1d798bq
title: Data associated with publication "Dynamic modulation of visual and electrosensory gains for locomotor control"

description: Data files and source code associated with the statistical methods and plots from the publication. From the publication abstract: Animal nervous systems resolve sensory conflict for the control of movement. For example, the glass knifefish, Eigenmannia virescens, relies on visual and electrosensory feedback as it swims to maintain position within a moving refuge. To study how signals from these two parallel sensory streams are used in refuge tracking, we constructed a novel augmented reality apparatus that enables the independent manipulation of visual and electrosensory cues to freely swimming fish (N=5). We evaluated the linearity of multisensory integration, the change to the relative perceptual weights given to vision an d electrosense in relation to sensory salience, and the effect of the magnitude of sensory conflict on sensorimotor gain. First, we found that tracking behaviour obeys superposition of the sensory inputs, suggesting linear sensorimotor integration. In addition, fish rely more on vision when electrosensory salience is reduced, suggesting that fish dynamically alter sensorimotor gains in a manner consistent with Bayesian integration. However, the magnitude of sensory conflict did not significantly affect sensorimotor gain. These studies lay the theoretical and experimental groundwork for future work investigating multisensory control of locomotion.
DOI: 10.34976/856w-b608
title: PMA Niger Phase 2 Household and Female Survey (2022)

description: PMA Niger Phase 2 (NEP2) Household and Female Survey collects data on knowledge, practice, and coverage of family planning services in 103 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national and regional levels. The final sample included 3,428 (98.8%) households and 3,696 (96.3%) women who completed the interviews for the cross-sectional survey. The data was collected between January and May 2022.Phase 2 panel data collection was conducted among females aged 15-49 at the time of the Phase 2 survey who were interviewed at the baseline survey between December 2020 and April 2021 and consented to follow-up. Of the 3,376 eligible respondents, 13.3% were not reached for follow-up. Of those reached, 2,831 (83.9%) completed the survey, with a response rate of 96.8% among contacted women. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.34976/mdhz-x274
title: PMA Côte d’Ivoire Phase 4 Client Exit Interview (2024)

description: PMA Côte d’Ivoire Phase 4 Client Exit Interview includes 122 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural and region strata. The results are representative at the national and regional levels, and within urban/rural strata. The final sample included 780 clients which completed the interview. Data collection was conducted between November 2023 and February 2024. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/1hrp-p268
DOI: 10.7281/t1/4j6odz
title: Data and code associated with the publication: A best-evidence synthesis and meta-analysis on effective reading programs in Spanish

description: This systematic review and meta-analysis examined the effectiveness of Spanish reading programs in grades K-6. The research designs included were experimental and quasi-experimental. Effect sizes were analyzed using a multivariate meta-regression model with robust variance estimation (Hedges et al., 2010). To assess the degree of heterogeneity in the effect sizes, a 95% prediction interval was calculated (Borenstein et al., 2017). A total of 11 studies and 51 effect sizes met the inclusion criteria. The full meta-regression model controlling for grade level and outcome type showed a large positive effect across all studies (effect size = 0.49, p 0.05), with a large, positive effect on reading outcomes, and significant impacts on phonological awareness, phonics, fluency, and reading comprehension in K-2. Results suggest that effective instructional programs for K-6 Spanish reading exist. However, there is a need for more rigorous research on reading instructional programs for Spanish-speaking children.
DOI: 10.7281/t1/860jvb
title: Data associated with the publication: Sensitive organic electrochemical transistor biosensors: Comparing single and dual gate configuration and different COOH-functionalized bioreceptor layers

description: Electronic response data for devices functionalized with different receptor polymers and exposed to different concentrations of biomolecules. Data are organized by figure number in the manuscript. Data are in the form of spreadsheets and comma separated files (csv). The files can be opened with Microsoft Excel (csv) and Origin (opj. Or opju). The transfer curves were drawn for VG-ID values.
DOI: 10.7281/t1/mx05cq
title: Data and code associated with the publication: Dilated cardiomyopathy-associated skeletal muscle actin (ACTA1) mutation R256H disrupts actin structure and function and causes cardiomyocyte hypocontractility

description: This is the dataset affiliated with the publication titled “Dilated cardiomyopathy-associated skeletal muscle actin (ACTA1) mutation R256H disrupts actin structure and function and causes cardiomyocyte hypocontractility”.
DOI: 10.7281/t1/nshjc5
title: Data associated with the publication: Microtubule-binding protein MAP1B regulates interstitial axon branching of cortical neurons via the tubulin tyrosination cycle

description: In the mammalian brain cortex, correct layer-specific interstitial (collateral) axon branching is required for generating functional circuitry. Here, precise gene manipulation and defined neuronal labeling in the murine neocortex identifies a role for microtubule-binding protein MAP1B in inhibiting axon interstitial branching. The dataset contains information related to the paper “Microtubule-binding protein MAP1B regulates interstitial axon branching of cortical neurons via the tubulin tyrosination cycle." It includes: 1. figure source data, 2. confocal images of all neurons analyzed. Note that files in folders may be downloaded individually to preview ahead of downloading the larger folders. Select any of the files’ titles or “eye” icon and use the navigation arrows to open subfolders.
DOI: 10.7281/t1/om3omq
title: Data and code associated with the publication “Sensitivity of catchment transit times to rainfall variability under present and future climates”

description: This data and code were used to generate the figures in the publication “Sensitivity of catchment transit times to rainfall variability under present and future climates”.
DOI: 10.7281/t1/oy2x8t
title: Data associated with the publication: Palmitoylation regulates neuropilin-2 localization and function in cortical neurons and conveys specificity to semaphorin signaling via palmitoyl acyltransferases

description: Neuropilins (Nrps) are S-palmitoylated in vitro and in vivo in the central nervous system. S-palmitoylation of select Nrp2 cysteines confers subcellular localization specificity and is required for semaphorin 3F-dependent dendritic spine pruning in cortical neurons. Distinct palmitoyl acyltransferases mediate Nrp2 and Nrp1 palmitoylation and function, imparting specificity to semaphorin signaling.
DOI: 10.7281/t1/qq77ob
title: Data and supplemental material associated with the publication: De novo motor learning of a bimanual control task over multiple days of practice

description: This repository contains Supplemental Materials for the above publication, along with raw data and code for analysis and plotting of data. In this paper, we examined how participants learned to control an on-screen cursor via a non-intuitive bimanual control interface over multiple days of practice. The data were collected in the BLAM Lab at Johns Hopkins University. A readme.txt file is included in every .zip file with instructions on how to run the analyses. Each .zip file can be run independently of the others.
DOI: 10.7281/t1/wyn7fi
title: Data associated with the publication: Programming gel automata shapes using DNA instructions

description: The data archive contains the images and videos of the gel automata shape-change actuations.
DOI: 10.34976/4az5-n633
title: PMA Niger Phase 2 Service Delivery Point Survey (2022)

description: PMA Niger Phase 2 (NEP2) Service Delivery Point Survey includes 103 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national and regional level. The final sample included 288 facilities which completed the interview. Data collection was conducted between January 2022 and April 2022. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/f0vf-qd73
DOI: 10.34976/4w9g-rh07
title: PMA2020 Nigeria (Kaduna, Lagos) Round 1 Service Delivery Point Survey (2014)

description: Nigeria (Kaduna Lagos) Round 1 Service Delivery Point (SQ) survey used a three-stage cluster design, with urban-rural as strata in Kaduna. A sample of 58 clusters of enumeration areas (EAs) in Kaduna and 37 clusters enumeration areas (EAs) in the urban stratum in Lagos were drawn from the National Population Commission’s master sampling frame along with a list of EAs contiguous to the index EA. The EAs in Nigeria are usually small, with approximately 48 households on average. To create clusters with a minimum of 200 households, each index EA was listed and mapped. If there were fewer than 200 households identified, the next EA in the list of contiguous EAs was listed and mapped in its entirety. If the total number of households was still less than 200, the entirety of the third EA was listed and so on. Each cluster of EAs serves as the primary sampling unit from which 35 households (40 in Lagos) and up to 3 private health facilities were randomly selected. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. The final sample included 135 SDPs in Kaduna and 87 SDPs in Lagos. Data collection was conducted between September and October 2014. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42