cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31113131
title: Consumer perspectives on small group-delivered pain management programs: a qualitative content analysis of survey data

description: This study aimed to explore what consumers valued in pain management programs delivered in small groups, and how frequently group-related factors were raised spontaneously in their feedback at a pain management unit in South Australia. Qualitative content analysis of feedback survey data from 109 consumers explored what they valued most and how frequently the group itself was mentioned. All categories were developed inductively, with only group-related codes informed by a recent systematic review. Respondents had attended one of four different programs, delivered in small groups, facilitated primarily by either a physiotherapist or psychologist. Five categories were identified: program content, the group itself, program structure, the facilitator, and positive changes. The group itself was the second most prevalent category among coded responses, highlighting its relative importance. Findings suggest that peer interaction among similar others and feeling socially safe may positively influence consumer experiences, even within smaller groups than typically reported in group pain management literature. Optimising opportunities for peer interaction and incorporating off-boarding strategies may further enhance engagement and outcomes. This study highlights the relative importance of the group itself in small group–delivered pain programs and may contribute to improving outcomes for individuals with chronic pain. Group programs are often used to help people learn skills for managing long-term pain. These programs are sometimes delivered to large groups, but in many services the number of participants may be limited by the type of program, space, staff, or scheduling. This study explored how people experienced smaller groups and what they thought about the programs overall. We reviewed written feedback from 109 adults who completed one of four small group pain management programs at a hospital in South Australia. Everyone completed the same feedback form at the end of their six-week program. We analysed responses to three open questions about what was helpful, what did not meet expectations, and what could be improved. Many said the program content was useful, including practical strategies, pain education, and skills they could use in daily life. The social aspects of being part of a group were also important for some participants. People valued hearing from others with similar experiences and said this helped them feel less alone and more understood. Some wanted the program to run for longer or include follow-up sessions. Most comments about the facilitators were positive. Overall, the findings show that even small groups can offer important benefits for some people while also highlighting areas that could be improved in future programs.
DOI: 10.6084/m9.figshare.31113131.v1
title: Consumer perspectives on small group-delivered pain management programs: a qualitative content analysis of survey data

description: This study aimed to explore what consumers valued in pain management programs delivered in small groups, and how frequently group-related factors were raised spontaneously in their feedback at a pain management unit in South Australia. Qualitative content analysis of feedback survey data from 109 consumers explored what they valued most and how frequently the group itself was mentioned. All categories were developed inductively, with only group-related codes informed by a recent systematic review. Respondents had attended one of four different programs, delivered in small groups, facilitated primarily by either a physiotherapist or psychologist. Five categories were identified: program content, the group itself, program structure, the facilitator, and positive changes. The group itself was the second most prevalent category among coded responses, highlighting its relative importance. Findings suggest that peer interaction among similar others and feeling socially safe may positively influence consumer experiences, even within smaller groups than typically reported in group pain management literature. Optimising opportunities for peer interaction and incorporating off-boarding strategies may further enhance engagement and outcomes. This study highlights the relative importance of the group itself in small group–delivered pain programs and may contribute to improving outcomes for individuals with chronic pain. Group programs are often used to help people learn skills for managing long-term pain. These programs are sometimes delivered to large groups, but in many services the number of participants may be limited by the type of program, space, staff, or scheduling. This study explored how people experienced smaller groups and what they thought about the programs overall. We reviewed written feedback from 109 adults who completed one of four small group pain management programs at a hospital in South Australia. Everyone completed the same feedback form at the end of their six-week program. We analysed responses to three open questions about what was helpful, what did not meet expectations, and what could be improved. Many said the program content was useful, including practical strategies, pain education, and skills they could use in daily life. The social aspects of being part of a group were also important for some participants. People valued hearing from others with similar experiences and said this helped them feel less alone and more understood. Some wanted the program to run for longer or include follow-up sessions. Most comments about the facilitators were positive. Overall, the findings show that even small groups can offer important benefits for some people while also highlighting areas that could be improved in future programs.
DOI: 10.6084/m9.figshare.31119336
title: Efficacy and safety of erector spinae plane block in non-specific low back pain: an exploratory systematic review

description: There is a lack of consolidated evidence to definitively establish the efficacy and safety of ultrasound-guided erector spinae plane block (ESPB) for low back pain (LBP). Our review aimed to summarize the current published evidence regarding the analgesic efficacy and safety of ESPB in LBP. We conducted a systematic review in accordance with the PRISMA guidelines. The review protocol has been registered in PROSPERO. The literature search yielded 21 potentially relevant publications. 232 articles were excluded. The number of patients treated with ESPB was 501. The ESPB’s efficacy in reducing the patient’s perceived pain was demonstrated in 216 of 345 cases on the first day, 270 of 319 cases in the first month, and 265 of 295 cases in the third month. Exacerbation of pain was reported by 2 patients in the first month after ESPB. Side effects were reported in 5 cases. Current evidence is limited to low-level studies. While preliminary findings showed that ESPB was a minimally invasive method that provided analgesia in patients with acute and chronic LBP with or without radicular pain, strong conclusions cannot be drawn. Future high-quality randomized controlled trials are necessary to guide clinical practice. https://www.crd.york.ac.uk/PROSPERO/view/CRD42025646263 identifier is CRD42025646263. A PDF version of this infographic is available as supplemental material.
DOI: 10.6084/m9.figshare.31119336.v1
title: Efficacy and safety of erector spinae plane block in non-specific low back pain: an exploratory systematic review

description: There is a lack of consolidated evidence to definitively establish the efficacy and safety of ultrasound-guided erector spinae plane block (ESPB) for low back pain (LBP). Our review aimed to summarize the current published evidence regarding the analgesic efficacy and safety of ESPB in LBP. We conducted a systematic review in accordance with the PRISMA guidelines. The review protocol has been registered in PROSPERO. The literature search yielded 21 potentially relevant publications. 232 articles were excluded. The number of patients treated with ESPB was 501. The ESPB’s efficacy in reducing the patient’s perceived pain was demonstrated in 216 of 345 cases on the first day, 270 of 319 cases in the first month, and 265 of 295 cases in the third month. Exacerbation of pain was reported by 2 patients in the first month after ESPB. Side effects were reported in 5 cases. Current evidence is limited to low-level studies. While preliminary findings showed that ESPB was a minimally invasive method that provided analgesia in patients with acute and chronic LBP with or without radicular pain, strong conclusions cannot be drawn. Future high-quality randomized controlled trials are necessary to guide clinical practice. https://www.crd.york.ac.uk/PROSPERO/view/CRD42025646263 identifier is CRD42025646263. A PDF version of this infographic is available as supplemental material.
DOI: 10.15468/dl.u9swsh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((98.02800000000001 2.697176, 97.95766 2.691607, 97.889054 2.675038, 97.82387199999999 2.647877, 97.763721 2.610793, 97.710083 2.564701, 97.664278 2.510736, 97.62743500000001 2.450227, 97.600458 2.384666, 97.584012 2.315668, 97.57850000000001 2.244931, 97.58405500000001 2.174197, 97.60054 2.105208, 97.627546 2.039662, 97.66441 1.979172, 97.710221 1.925228, 97.763852 1.879157, 97.823984 1.842092, 97.889135 1.814946, 97.957703 1.798386, 98.02800000000001 1.792821, 98.098297 1.798386, 98.166865 1.814946, 98.232016 1.842092, 98.292148 1.879157, 98.34577899999999 1.925228, 98.39158999999999 1.979172, 98.428454 2.039662, 98.45546 2.105208, 98.47194500000001 2.174197, 98.47750000000001 2.244931, 98.471988 2.315668, 98.45554199999999 2.384666, 98.42856500000001 2.450227, 98.391722 2.510736, 98.345917 2.564701, 98.29227899999999 2.610793, 98.232128 2.647877, 98.166946 2.675038, 98.09833999999999 2.691607, 98.02800000000001 2.697176))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003400-260120142942310/datasets/export for details.
DOI: 10.15468/dl.9whmvr
title: Occurrence Download

description: A dataset containing 22286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cinnamomum camphora"
 ]
}

 The dataset includes 22286 records from 483 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003399-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31119338
title: Mean Test for Matrix-valued Data by Optimal Projection

description: Matrix-valued data have become increasingly prevalent in modern applications, and hypothesis testing on the mean matrix stands as a fundamental problem that can guide downstream statistical analyses. In this paper, we propose a projection-based test for the mean matrix, which incorporates the inherent structural information of matrix-valued data. Based on the estimators of mean and covariance matrices, our method estimates the optimal projection direction through a constrained and regularized quadratic optimization problem. Theoretically, we establish the entry-wise error bound for the low-rank approximation of the mean matrix under correlated noise, and further derive the consistency of the estimated projection direction when the sample size diverges or remains fixed while the data dimensions grow large. These results ensure the validity and power of the proposed test. In addition, we develop a computationally efficient testing procedure specifically designed for the rank-one mean matrix scenario. Both simulation studies and the real data analysis demonstrate the effectiveness of the proposed tests. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.31119338.v1
title: Mean Test for Matrix-valued Data by Optimal Projection

description: Matrix-valued data have become increasingly prevalent in modern applications, and hypothesis testing on the mean matrix stands as a fundamental problem that can guide downstream statistical analyses. In this paper, we propose a projection-based test for the mean matrix, which incorporates the inherent structural information of matrix-valued data. Based on the estimators of mean and covariance matrices, our method estimates the optimal projection direction through a constrained and regularized quadratic optimization problem. Theoretically, we establish the entry-wise error bound for the low-rank approximation of the mean matrix under correlated noise, and further derive the consistency of the estimated projection direction when the sample size diverges or remains fixed while the data dimensions grow large. These results ensure the validity and power of the proposed test. In addition, we develop a computationally efficient testing procedure specifically designed for the rank-one mean matrix scenario. Both simulation studies and the real data analysis demonstrate the effectiveness of the proposed tests. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.31119341
title: Spatio-temporal Prediction of Fine-Grained Origin-Destination Matrices with Applications in Ridesharing

description: Accurate spatial-temporal prediction of network-based travelers’ requests is crucial for the effective policy design of ridesharing platforms. Having knowledge of the total demand between various locations in the upcoming time slots enables platforms to proactively prepare adequate supplies, thereby increasing the likelihood of fulfilling travelers’ requests and redistributing idle drivers to areas with high potential demand to optimize the global supply-demand equilibrium. This paper delves into the prediction of Origin-Destination (OD) demands at a fine-grained spatial level, especially when confronted with an expansive set of local regions. While this task holds immense practical value, it remains relatively unexplored within the research community. To fill this gap, we introduce a novel prediction model called OD-CED, which comprises an unsupervised space coarsening technique to alleviate data sparsity and an encoder-decoder architecture to capture both semantic and geographic dependencies. Through practical experimentation, OD-CED has demonstrated remarkable results. It achieved an impressive reduction of up to 45% reduction in root-mean-square error and 60% in weighted mean absolute percentage error over traditional statistical methods when dealing with OD matrices exhibiting a sparsity exceeding 90%.
DOI: 10.6084/m9.figshare.31119341.v1
title: Spatio-temporal Prediction of Fine-Grained Origin-Destination Matrices with Applications in Ridesharing

description: Accurate spatial-temporal prediction of network-based travelers’ requests is crucial for the effective policy design of ridesharing platforms. Having knowledge of the total demand between various locations in the upcoming time slots enables platforms to proactively prepare adequate supplies, thereby increasing the likelihood of fulfilling travelers’ requests and redistributing idle drivers to areas with high potential demand to optimize the global supply-demand equilibrium. This paper delves into the prediction of Origin-Destination (OD) demands at a fine-grained spatial level, especially when confronted with an expansive set of local regions. While this task holds immense practical value, it remains relatively unexplored within the research community. To fill this gap, we introduce a novel prediction model called OD-CED, which comprises an unsupervised space coarsening technique to alleviate data sparsity and an encoder-decoder architecture to capture both semantic and geographic dependencies. Through practical experimentation, OD-CED has demonstrated remarkable results. It achieved an impressive reduction of up to 45% reduction in root-mean-square error and 60% in weighted mean absolute percentage error over traditional statistical methods when dealing with OD matrices exhibiting a sparsity exceeding 90%.
DOI: 10.15468/dl.3mb4dd
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pongo abelii"
 ]
}

 The dataset includes 512 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003401-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31119345
title: Collaborative Telehealth Intervention for Performance of Activities During Daily Routines by Children and Adolescents with Physical Disabilities: A Feasibility Study

description: To evaluate the feasibility and effectiveness of a collaborative telehealth intervention on engaging families in the intervention process, achievement of individualized goals, time spent practicing goal activities, and participant experiences. Twenty-one children/adolescents with physical disabilities (mean age 10.6 ± 4.1 years) and their parents collaborated with a physical therapist on an eight-week individualized intervention to achieve three goals for performance of activities during daily routines using WhatsApp. Mean ratings for Performance and Satisfaction with performance on the Canadian Occupational Performance Measure and mean Goal Attainment Scale T-scores increased between baseline, post-intervention, and 12-week follow-up (<i>p</i> &lt; 0.001). Participants reported the intervention was more practical than usual care, they practiced their goals during the intervention, continued to practice in the 12 wk until follow-up, and the intervention empowered them to plan new personal goals in the future and ask for help when needed. An average of 9.2 ± 4.5 h was spent practicing the activities for the three goals. The collaborative process facilitated family engagement in the intervention and may have potential to build family capacity and children’s self-determination. Further research is needed to determine whether the findings are replicable when the intervention is incorporated into students’ education programs. Registered July 2024 at clinicaltrials.gov (NCT06514287)
DOI: 10.6084/m9.figshare.31119345.v1
title: Collaborative Telehealth Intervention for Performance of Activities During Daily Routines by Children and Adolescents with Physical Disabilities: A Feasibility Study

description: To evaluate the feasibility and effectiveness of a collaborative telehealth intervention on engaging families in the intervention process, achievement of individualized goals, time spent practicing goal activities, and participant experiences. Twenty-one children/adolescents with physical disabilities (mean age 10.6 ± 4.1 years) and their parents collaborated with a physical therapist on an eight-week individualized intervention to achieve three goals for performance of activities during daily routines using WhatsApp. Mean ratings for Performance and Satisfaction with performance on the Canadian Occupational Performance Measure and mean Goal Attainment Scale T-scores increased between baseline, post-intervention, and 12-week follow-up (<i>p</i> &lt; 0.001). Participants reported the intervention was more practical than usual care, they practiced their goals during the intervention, continued to practice in the 12 wk until follow-up, and the intervention empowered them to plan new personal goals in the future and ask for help when needed. An average of 9.2 ± 4.5 h was spent practicing the activities for the three goals. The collaborative process facilitated family engagement in the intervention and may have potential to build family capacity and children’s self-determination. Further research is needed to determine whether the findings are replicable when the intervention is incorporated into students’ education programs. Registered July 2024 at clinicaltrials.gov (NCT06514287)
DOI: 10.15468/dl.ca2k5r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.624 2.719176, 99.553659 2.713607, 99.485051 2.697038, 99.41986799999999 2.669877, 99.35971600000001 2.632793, 99.306077 2.5867, 99.260272 2.532735, 99.223428 2.472227, 99.19645199999999 2.406666, 99.18000499999999 2.337667, 99.174493 2.26693, 99.180048 2.196196, 99.196534 2.127207, 99.223541 2.061661, 99.26040500000001 2.001172, 99.306217 1.947228, 99.359849 1.901157, 99.41998100000001 1.864092, 99.485133 1.836946, 99.553702 1.820387, 99.624 1.814821, 99.694298 1.820387, 99.762867 1.836946, 99.828019 1.864092, 99.88815099999999 1.901157, 99.941783 1.947228, 99.987595 2.001172, 100.024459 2.061661, 100.051466 2.127207, 100.067952 2.196196, 100.073507 2.26693, 100.067995 2.337667, 100.051548 2.406666, 100.024572 2.472227, 99.987728 2.532735, 99.941923 2.5867, 99.888284 2.632793, 99.828132 2.669877, 99.76294900000001 2.697038, 99.69434099999999 2.713607, 99.624 2.719176))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003403-260120142942310/datasets/export for details.
DOI: 10.15468/dl.jqygnb
title: Occurrence Download

description: A dataset containing 340484 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phascolarctos cinereus"
 ]
}

 The dataset includes 340484 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003369-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.