cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23725/zkkn-pe68
title: NWD707604.freeze5.v1.vcf.gz

description: TOPMed: NWD707604.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/0h70-2p09
title: NWD709345.freeze5.v1.vcf.gz

description: TOPMed: NWD709345.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/0pcc-6y68
title: NWD564248.freeze5.v1.vcf.gz

description: TOPMed: NWD564248.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/0rf2-xb51
title: NWD563914.freeze5.v1.vcf.gz

description: TOPMed: NWD563914.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/1d41-t920
title: NWD563857.freeze5.v1.vcf.gz

description: TOPMed: NWD563857.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/1xta-aj98
title: NWD782631.freeze5.v1.vcf.gz

description: TOPMed: NWD782631.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/34j4-zt30
title: NWD860416.freeze5.v1.vcf.gz

description: TOPMed: NWD860416.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/5csg-b718
title: NWD938076.freeze5.v1.vcf.gz

description: TOPMed: NWD938076.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/7z38-k504
title: NWD938017.freeze5.v1.vcf.gz

description: TOPMed: NWD938017.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/8akc-ee87
title: NWD782613.freeze5.v1.vcf.gz

description: TOPMed: NWD782613.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/8zhj-dz32
title: NWD937802.freeze5.v1.vcf.gz

description: TOPMed: NWD937802.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/97av-qt17
title: NWD860561.freeze5.v1.vcf.gz

description: TOPMed: NWD860561.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/9dxm-s888
title: NWD635435.freeze5.v1.vcf.gz

description: TOPMed: NWD635435.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/9sch-1507
title: NWD564590.freeze5.v1.vcf.gz

description: TOPMed: NWD564590.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/c3xf-8p67
title: NWD708367.freeze5.v1.vcf.gz

description: TOPMed: NWD708367.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/c7pd-6f57
title: NWD708441.freeze5.v1.vcf.gz

description: TOPMed: NWD708441.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/c9av-4x68
title: NWD859974.freeze5.v1.vcf.gz

description: TOPMed: NWD859974.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/cngy-4b35
title: NWD782560.freeze5.v1.vcf.gz

description: TOPMed: NWD782560.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/d9er-yk56
title: NWD782440.freeze5.v1.vcf.gz

description: TOPMed: NWD782440.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/dh5c-eh02
title: NWD486767.freeze5.v1.vcf.gz

description: TOPMed: NWD486767.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/dyem-7k12
title: NWD564099.freeze5.v1.vcf.gz

description: TOPMed: NWD564099.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/eb47-d825
title: NWD634987.freeze5.v1.vcf.gz

description: TOPMed: NWD634987.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/ec75-r237
title: NWD635740.freeze5.v1.vcf.gz

description: TOPMed: NWD635740.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/efca-ev37
title: NWD860329.freeze5.v1.vcf.gz

description: TOPMed: NWD860329.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/eyxy-6m77
title: NWD486156.freeze5.v1.vcf.gz

description: TOPMed: NWD486156.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/fvt0-vj12
title: NWD937920.freeze5.v1.vcf.gz

description: TOPMed: NWD937920.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/g7a8-ke65
title: NWD635384.freeze5.v1.vcf.gz

description: TOPMed: NWD635384.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/hvnt-qh03
title: NWD486458.freeze5.v1.vcf.gz

description: TOPMed: NWD486458.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/j145-6861
title: NWD634933.freeze5.v1.vcf.gz

description: TOPMed: NWD634933.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/jp6k-pj31
title: NWD709050.freeze5.v1.vcf.gz

description: TOPMed: NWD709050.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/ka4d-sh56
title: NWD708463.freeze5.v1.vcf.gz

description: TOPMed: NWD708463.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/mtej-8v39
title: NWD708404.freeze5.v1.vcf.gz

description: TOPMed: NWD708404.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/mvv8-yk61
title: NWD563898.freeze5.v1.vcf.gz

description: TOPMed: NWD563898.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/mz8h-5738
title: NWD563803.freeze5.v1.vcf.gz

description: TOPMed: NWD563803.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/ps9a-xk73
title: NWD782354.freeze5.v1.vcf.gz

description: TOPMed: NWD782354.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/q326-ex21
title: NWD486566.freeze5.v1.vcf.gz

description: TOPMed: NWD486566.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/qef7-dr86
title: NWD635754.freeze5.v1.vcf.gz

description: TOPMed: NWD635754.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/qqs7-zk12
title: NWD486440.freeze5.v1.vcf.gz

description: TOPMed: NWD486440.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/rpq8-8f46
title: NWD860727.freeze5.v1.vcf.gz

description: TOPMed: NWD860727.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/rxcy-g859
title: NWD938090.freeze5.v1.vcf.gz

description: TOPMed: NWD938090.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/sgxx-rb20
title: NWD563641.freeze5.v1.vcf.gz

description: TOPMed: NWD563641.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/swrx-ke05
title: NWD564143.freeze5.v1.vcf.gz

description: TOPMed: NWD564143.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/t2vc-h816
title: NWD486310.freeze5.v1.vcf.gz

description: TOPMed: NWD486310.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.23725/te0j-5292
title: NWD859855.freeze5.v1.vcf.gz

description: TOPMed: NWD859855.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.21338/ess8e02_3
title: ESS8 - integrated file, edition 2.3
DOI: 10.25946/5dcb97905a4e0
title: Words of wisdom from those who lived to tell the tale

description: This dataset was compiled for the Masters Research Project: Words of wisdom from those who lived to tell the tale. The research question asked people with the experience of attempting suicide how they re-engaged with life after the event. It has been used to derive the publication Back from the Brink: the experience of hospital after a suicide attempt and what happens when you go home.
DOI: 10.11583/dtu.23946987
title: Data for Cryogenic Multiplexing with Bottom-Up Nanowires. Main text figures

description: Datasets for the main text figures of the publication "Cryogenic Multiplexing with Bottom-Up Nanowires".Each .zip file contains the data behind the corresponding figure and the related conclusions. The electrical measurements were acquired using a fork of QCoDeS python package. The files are text files with a .dat extension and can be previewed with notepad or similar text editor.The files can be loaded into a python script using this loader. Alternatively, pandas, numpy, or similar packages can also be used to handle the data.
DOI: 10.11583/dtu.23946987.v1
title: Data for Cryogenic Multiplexing with Bottom-Up Nanowires. Main text figures

description: Datasets for the main text figures of the publication "Cryogenic Multiplexing with Bottom-Up Nanowires".Each .zip file contains the data behind the corresponding figure and the related conclusions. The electrical measurements were acquired using a fork of QCoDeS python package. The files are text files with a .dat extension and can be previewed with notepad or similar text editor.The files can be loaded into a python script using this loader. Alternatively, pandas, numpy, or similar packages can also be used to handle the data.
DOI: 10.11583/dtu.23947137
title: Data for Cryogenic Multiplexing with Bottom-Up Nanowires. Supplementary information figures

description: Datasets used in the figures of the Supplementary Information of the publication "Cryogenic Multiplexing with Bottom-Up Nanowires"The datasets contain supporting information including transfer curves of hundreds of nanowire transistors, frequency response of the SAG NW multiplexer circuit, source drain bias spectra from tens of quantum dot devices, and more.Each .zip file contains the data behind the corresponding figure and the related conclusions. The electrical measurements were acquired using a fork of QCoDeS python package. The files are text files with a .dat extension and can be previewed with notepad or similar text editor.The files can be loaded into a python script using this loader. Alternatively, pandas, numpy, or similar packages can also be used to handle the data.
DOI: 10.11583/dtu.23947137.v1
title: Data for Cryogenic Multiplexing with Bottom-Up Nanowires. Supplementary information figures

description: Datasets used in the figures of the Supplementary Information of the publication "Cryogenic Multiplexing with Bottom-Up Nanowires"The datasets contain supporting information including transfer curves of hundreds of nanowire transistors, frequency response of the SAG NW multiplexer circuit, source drain bias spectra from tens of quantum dot devices, and more.Each .zip file contains the data behind the corresponding figure and the related conclusions. The electrical measurements were acquired using a fork of QCoDeS python package. The files are text files with a .dat extension and can be previewed with notepad or similar text editor.The files can be loaded into a python script using this loader. Alternatively, pandas, numpy, or similar packages can also be used to handle the data.
DOI: 10.25946/5eb10e84b2741
title: Sustainable management of root-knot nematodes in crops: Case studies with sweetpotato and ginger

description: This contains data set used in Thesis chapters 6 and 7. This contains nematode counts and plant yield and growth data
DOI: 10.25946/5dd459e8a7cbc
title: Clarifying the role of pharmacological factors in the pathogenesis of statin-associated muscle symptoms and the ability of geranylgeranyl pyrophosphate to prevent statin-induced muscle fatigue

description: This entry contains the primary datasets related to the Thesis - Clarifying the role of pharmacological factors in the pathogenesis of statin-associated muscle symptoms and the ability of geranylgeranyl pyrophosphate to prevent statin-induced muscle fatigue
DOI: 10.6084/m9.figshare.24616419
title: Climate change effects on mental health in Southeast Asia

description: This data used for study impact of climate change and related factor on mental health in Southeast Asia.
DOI: 10.6084/m9.figshare.24619716
title: 重度抑郁症与胃溃疡之间的双向关联：孟德尔随机化研究

description: <b>抽象</b><b>重要性</b>大量新出现的证据表明度抑郁症 （MDD） 与胃溃疡 （GU） 之间存在关联。然而，尽管MDD和GUs之间开始了从属关系，但明确的因果相互作用和轨迹仍然处于模糊状态，因此MDD和GUs之间的反向相关性有待明确的解释。<b>目的</b>研究 MDD 和 GU 之间的双向关联，采用遗传知情方法来评估合理的因果推论。<b>设计、设置和参与者</b>双样本孟德尔随机化MR），这些患者来自芬兰 （finngen） 和综合流行病学单位 （IEU） 数据库。该研究还利用了关于被诊断患有MDD的个体（n = 807,553）的最大可用非重叠全基因组关联研究（GWAS）作为遗传工具。上述GWAS是在大量不同的观察队列中进行的，包括Finngen，IEU OpenGWAS项目，以及精神病学基因组学联盟（PGC）（特别是MDD）中的其他参与研究，重点是欧洲血统的成年人。随后使用逆方差加权 （IVW） 荟萃分析技术合成从每种遗传仪器获得的 MR 估计值。替代方法，包括但不限于加权中位数、MR Egger 和 MR-多效性残差和异常值 （PRESSO） 技术，也与各种灵敏度分析相结合，以仔细评估水平多效性并有效去除异常值。<b>结果</b>源自 IVW 方法的 MR 研究结果表明，MDD 显着增加了感染 GU [比值比 （OR） = 1.23,95% 置信区间 （CI） 1.08-1.41，P <i>P</i> = 2.33 × 10-3]。此外，其他方法（如加权中位数）的 MR 结果,，与 IVW 方法产生了一致的结果。此外，敏感性分析显示，结局是有弹性的，没有观察到多效性或异质性。相反，反向 MR 分析表明 GU 不会增加 MDD 风险的发生率。<b>结论</b>这项 MR 研究证实了 MDD 与 患 GU 风险升高之间存在重要联系。因此，在MDD患者的对症治疗中，应纳入相应的GU保护预防措施， 这 以规避GU的进展。
DOI: 10.21338/ess5e03_5
title: ESS5 - integrated file, edition 3.5 (Austria not included)
DOI: 10.25919/b5x3-fm42
title: Parkes observations for project P595 semester 2023OCTS_03

description: We propose to continue the PULSE@Parkes project in which high school students from Australia and around the World use the Parkes radio telescope in a remote observing model to observe and analyse pulsar data. The data from some PULSE@Parkes observations are used to support the space missions, other observations supplement the P456 Pulsar Timing Array project and the remainder were chosen in order to make a detailed analysis of pulsar timing irregularities and intermittency.
DOI: 10.5281/zenodo.10160791
title: Cleaned libraries and settings matchms library cleaning pipeline

description: Contains the results of library cleaning by matchms library cleaning pipelines. 
ALL_GNPS_NO_PROPOGATED_21_08_2023.mgf library downloaded on 21-08-2023 from https://gnps-external.ucsd.edu/gnpslibrary/ALL_GNPS_NO_PROPOGATED.mgf
The 2 folders contain 2 different cleaning pipelines on the GNPS library.
Each folder contains:
A yaml file: This contains the settings used for this run. Should be used to rerun the pipeline with the same settings.
A .py file: This was the script used to run the pipeline. Not recommended to reuse, instead use the yaml file.  
A .log file: Containing the log of the run. At the end the processing report is given.
A .mgf file: The cleaned library spectra.
DOI: 10.21338/ess6e02_6
title: ESS6 - integrated file, edition 2.6
DOI: 10.17630/1cf012d3-838a-4cad-bb79-647d55d92f25
title: Exploring enzyme chemistry through molecular simulation with QM/MM (thesis data)

description: Data for the thesis entitled: "Exploring enzyme chemistry through molecular simulation with QM/MM".
DOI: 10.5281/zenodo.7565679
title: Quasi-Newton methods for partitioned simulation of fluid-structure interaction reviewed in the generalized Broyden framework: code and data

description: These files accompany the publication
N. Delaissé, T. Demeester, R. Haelterman and J. Degroote. Quasi-Newton methods for partitioned simulation of fluid-structure interaction reviewed in the generalized Broyden framework. Archives of Computational Methods in Engineering, Vol. 30, 3271-3300, 2023. doi: 10.1007/s11831-023-09907-y
In this work, the performance of multiple quasi-Newton methods are compared in terms of memory requirements and computational time. The results are generated for the well-known flexible tube example case, using the open-source code CoCoNuT. This code, developed at Ghent University, is Python-based and has the capability to couple existing solvers, both open-source and commercial solvers.
This archive consists of the following files.

coconut.tar.gz: the specific CoCoNuT version used (sep-2022), including the Python flow and structure solvers for the flexible tube and modifications for monitoring memory requirements
compare_coupling_algorithms.tar.gz: the scripts to set up the cases and perform the calculations and post-processing
results.tar.gz: the generated result data
For requirements to run CoCoNuT, refer to the documentation. Additionally, the Python package guppy3 is required for monitoring the memory use. In this work the data were generated with Andaconda3-2022.05 and the package guppy3-3.1.2.
Before running the provided scripts, make sure the parent directory of the "coconut" folder is added to the PYTHONPATH. The calculations can be started with "python run.py". For the cases which names contain "_m" followed by a number, e.g. "_m100", the number refers to the number of discretization points on the interface. The cases with suffix "_c" are distinct from those without, as they don't perform the time consuming memory monitoring and are therefore used for measuring computational time.
DOI: 10.5281/zenodo.7565680
title: Quasi-Newton methods for partitioned simulation of fluid-structure interaction reviewed in the generalized Broyden framework: code and data

description: These files accompany the publication
N. Delaissé, T. Demeester, R. Haelterman and J. Degroote. Quasi-Newton methods for partitioned simulation of fluid-structure interaction reviewed in the generalized Broyden framework. Archives of Computational Methods in Engineering, Vol. 30, 3271-3300, 2023. doi: 10.1007/s11831-023-09907-y
In this work, the performance of multiple quasi-Newton methods are compared in terms of memory requirements and computational time. The results are generated for the well-known flexible tube example case, using the open-source code CoCoNuT. This code, developed at Ghent University, is Python-based and has the capability to couple existing solvers, both open-source and commercial solvers.
This archive consists of the following files.

coconut.tar.gz: the specific CoCoNuT version used (sep-2022), including the Python flow and structure solvers for the flexible tube and modifications for monitoring memory requirements
compare_coupling_algorithms.tar.gz: the scripts to set up the cases and perform the calculations and post-processing
results.tar.gz: the generated result data
For requirements to run CoCoNuT, refer to the documentation. Additionally, the Python package guppy3 is required for monitoring the memory use. In this work the data were generated with Andaconda3-2022.05 and the package guppy3-3.1.2.
Before running the provided scripts, make sure the parent directory of the "coconut" folder is added to the PYTHONPATH. The calculations can be started with "python run.py". For the cases which names contain "_m" followed by a number, e.g. "_m100", the number refers to the number of discretization points on the interface. The cases with suffix "_c" are distinct from those without, as they don't perform the time consuming memory monitoring and are therefore used for measuring computational time.
DOI: 10.6084/m9.figshare.24580624
title: Supplementary Material for: An acute promyelocytic leukemia resistant to all-trans retinoic acid: a case report of the ZBTB16::RARa variant and review of the literature

description: Introduction Acute promyelocytic leukemia (APL) is characterized by the PML::RARa gene fusion and treatment consists of all-trans retinoic acid (ATRA). Rarely, genetic APL variants have been described which are insensitive to ATRA treatment and are therefore associated with a worse prognosis. Rapid identification of the APL variant is essential to start the correct treatment. Case presentation Here we present a case of a 66-year old male patient with weight loss and arthralgia. Laboratory results showed an anemia and mild leukocytosis with predominantly monocytes. Bone marrow investigation unexpectedly revealed a t(11;17)(q23;q21). This raised suspicion of an ATRA resistant APL. By demonstrating the ZBTB16::RARa gene fusion, the diagnosis was confirmed. Conclusion This case study emphasizes the importance of integrated diagnostics and provides guidance to recognize the ZBTB16::RARa APL, which is the most prevalent ATRA resistant APL. Furthermore, an overview of other genetic APL variants is presented and how to treat these uncommon diseases in clinical practice.
DOI: 10.6084/m9.figshare.24467467
title: Phenology and spring temperature data in microclimate warming and illumination experiments PASTFORWARD & FORMICA. Data used for the analysis in 'Forest understorey flowering phenology responses to experimental warming and illumination' (Lorer et al., New Phytologist, 2023)

description: This dataset contains the phenology data and spring temperature data collected in mesocosms subjected to experimental microclimate warming and illumination in two forest understorey experiments, set in the Aelmoeseneie forest in Belgium (50°58′30″N, 3°48′16″E). The data for 2021 and 2022 are included in separate tabs, for each experiment. Metadata explaining different columns is provided on the fifth tab of the excel file.Data used for the analysis in 'Forest understorey flowering phenology responses to experimental warming and illumination' (Lorer et al., New Phytologist, 2023).
DOI: 10.6084/m9.figshare.24467467.v1
title: Phenology and spring temperature data in microclimate warming and illumination experiments PASTFORWARD & FORMICA. Data used for the analysis in 'Forest understorey flowering phenology responses to experimental warming and illumination' (Lorer et al., New Phytologist, 2023)

description: This dataset contains the phenology data and spring temperature data collected in mesocosms subjected to experimental microclimate warming and illumination in two forest understorey experiments, set in the Aelmoeseneie forest in Belgium (50°58′30″N, 3°48′16″E). The data for 2021 and 2022 are included in separate tabs, for each experiment. Metadata explaining different columns is provided on the fifth tab of the excel file.Data used for the analysis in 'Forest understorey flowering phenology responses to experimental warming and illumination' (Lorer et al., New Phytologist, 2023).
DOI: 10.5281/zenodo.10200545
title: "Biological and productive aspects of the Hermetia illucens in Ephestia kuehniella rearing residues"
DOI: 10.5281/zenodo.10200546
title: "Biological and productive aspects of the Hermetia illucens in Ephestia kuehniella rearing residues"
DOI: 10.5281/zenodo.10161507
title: Source code and model outputs for 'Increasing Aerosol Direct Effect Despite Declining Global Emissions'

description: Source code, model outputs and python scripts used for the publication of Hermant, A., Huusko, L., & Mauritsen, T: Increasing Aerosol Direct Effect Despite Declining Global Emissions
DOI: 10.17037/data.00003156
title: Childcare in the Agta
DOI: 10.34740/kaggle/dsv/7033987
title: Election data vs Exit Poll 1999 - 2019
DOI: 10.25381/cput.24565039.v1
title: <b>A</b><b> </b><b>MODEL</b><b> </b><b>FOR</b><b> </b><b>EFFECTIVELY</b><b> </b><b>EVALUATING</b><b> </b><b>AND</b><b> </b><b>MONITORING</b><b> </b><b>PRIMARY</b><b> </b><b>HEALTH</b><b> </b><b>CARE</b><b> </b><b>SERVICES DELIVERY</b><b> </b><b>IN</b><b> </b><b>THE</b><b> </b><b>METRO</b><b>DISTRICT</b><b> </b><b>AT</b><b> </b><b>THE</b><b> </b><b>WESTERN</b><b> </b><b>CAPE</b><b> </b><b>,</b><b> </b><b>SOUTH</b><b> </b><b>A</b><b>FRICA</b>

description: <b>Ethical Clearance reference number:</b> (Clearance Certificate No | 2020FOBREC826)The researcher trained between 10-20 interviewers that participated in the data-gathering process. Data was done directly with the respondents on a one-on-one basis. This method is deemed necessary to cut down on the low numbers of returned questionnaires which is a norm. The presence of interviewers ensured that whosoever accepted a questionnaire would respond as the interviewers waited for the response on the spot. Besides, the interviewers were able to answer any questions that were asked by the respondents in respect of the questionnaire. I also received site permission to conduct the research from the Western Cape Department of Health.
DOI: 10.25381/cput.24565039
title: <b>A</b><b> </b><b>MODEL</b><b> </b><b>FOR</b><b> </b><b>EFFECTIVELY</b><b> </b><b>EVALUATING</b><b> </b><b>AND</b><b> </b><b>MONITORING</b><b> </b><b>PRIMARY</b><b> </b><b>HEALTH</b><b> </b><b>CARE</b><b> </b><b>SERVICES DELIVERY</b><b> </b><b>IN</b><b> </b><b>THE</b><b> </b><b>METRO</b><b>DISTRICT</b><b> </b><b>AT</b><b> </b><b>THE</b><b> </b><b>WESTERN</b><b> </b><b>CAPE</b><b> </b><b>,</b><b> </b><b>SOUTH</b><b> </b><b>A</b><b>FRICA</b>

description: <b>Ethical Clearance reference number:</b> (Clearance Certificate No | 2020FOBREC826)The researcher trained between 10-20 interviewers that participated in the data-gathering process. Data was done directly with the respondents on a one-on-one basis. This method is deemed necessary to cut down on the low numbers of returned questionnaires which is a norm. The presence of interviewers ensured that whosoever accepted a questionnaire would respond as the interviewers waited for the response on the spot. Besides, the interviewers were able to answer any questions that were asked by the respondents in respect of the questionnaire. I also received site permission to conduct the research from the Western Cape Department of Health.