Related Data for: Scoping review of mindfulness research: A topic modelling approach

Name: Related Data for: Scoping review of mindfulness research: A topic modelling approach
Published: 2019-04-17

Share Dataset

Share this dataset on your favorite social media networks.

Metrics

6 Downloads

Related Data for: Scoping review of mindfulness research: A topic modelling approachVersion 1.1

Kee, Ying Hwa; Li, Chunxiao; Kong, Leng Chee; Tang, Crystal Jieyi; Chuang, Kuo-Liang, 2019, "Related Data for: Scoping review of mindfulness research: A topic modelling approach", https://doi.org/10.25340/R4/SDWNGQ, NIE Data Repository, V1

Learn about Data Citation Standards.

Description

Objectives: As the volume of mindfulness research continues amassing exponentially, there have been attempts to review works in various aspects of mindfulness research systematically. The present study provides a scoping review via a topic modelling approach to supplement the overall research synthesis effort. Specifically, the objective is to scope the mindfulness research by identifying topics relevant to mindfulness research using the probabilistic topic modelling approach.

Methods: A literature search based on “mindfulness” returned 5947 bibliographical records from the Web of Science Core Collection platform (for records up to 20 October 2017). The combined field of titles and abstracts was subjected to probabilistic topic modelling based on latent Dirichlet allocation (LDA).

Results: The optimal number of topics suggested was 106. Further interpretation by the research team resulted in a total of 231 Suggested Terms. The terms were further categorised into Condition/Issue, Construct/Philosophy, Modality, Population/Setting and Research Methodology.

Conclusions: The topic modelling process obtained a panoptic view of mindfulness research, providing mindfulness researchers with some indicators regarding the range of topics researched. The outcome of this topic modelling effort has been made available at https://hdl.handle.net/10497/20862.

Subject

Medicine, Health and Life Sciences

Keyword

present moment, scoping study, modelling, mapping, research trend

Related Publication

Kee, Y. H., Li, C., Kong, L. C., Tang, C. J., & Chuang, K.-L. (2019). Scoping review of mindfulness research: A topic modelling approach. Mindfulness, 10(8), 1474-1488. doi:10.1007/s12671-019-01136-4

Post-print:http://hdl.handle.net/10497/21380

1 File


		Mindfulness_TM_2017.html text/html - 14.5 MB - Apr 17, 2019 - 6 Downloads MD5: 923ac35e7ec2bfc2c65435c833340102 TiddlyWiki file depicting results for the paper Website	Download

Citation Metadata

Dataset Persistent ID

doi:10.25340/R4/SDWNGQ

Publication Date

2019-04-17

Title

Related Data for: Scoping review of mindfulness research: A topic modelling approach

Author

Kee, Ying Hwa (National Institute of Education, Nanyang Technological University) - ORCID: https://orcid.org/0000-0003-2839-0461
Li, Chunxiao (National Institute of Education, Nanyang Technological University) - ORCID: https://orcid.org/0000-0002-9959-5029
Kong, Leng Chee (National Institute of Education, Nanyang Technological University)
Tang, Crystal Jieyi (National Institute of Education, Nanyang Technological University)
Chuang, Kuo-Liang (National Taitung University)

Contact

Use email button above to contact.

Li, Chunxiao (National Institute of Education, Nanyang Technological University)

Description

Subject

Medicine, Health and Life Sciences

Keyword

present moment
scoping study
modelling
mapping
research trend

Related Publication

Kee, Y. H., Li, C., Kong, L. C., Tang, C. J., & Chuang, K.-L. (2019). Scoping review of mindfulness research: A topic modelling approach. Mindfulness, 10(8), 1474-1488. doi:10.1007/s12671-019-01136-4

Post-print:http://hdl.handle.net/10497/21380

Depositor

Wong, Yong Yeow

Deposit Date

2019-02-11

Waiver

Our Community Norms as well as good scientific practices expect that proper credit is given via citation. Please use the data citation above, generated by the Dataverse.

No waiver has been selected for this dataset.

CC-BY-NC-SA "Creative Commons license - attribution required, share alike and for non-commercial use only"

Guestbook

No guestbook is assigned to this dataset, you will not be prompted to provide any information on file download.

Preview Guestbook

Upon downloading files the guestbook asks for the following information.

Guestbook Name

Collected Data

Account Information

Dataset	Summary	Contributors	Published
No records found.

Restricted Files Selected

The restricted file(s) selected may not be downloaded because you have not been granted access.

Restricted Files Selected

The restricted file(s) selected may not be downloaded because you have not been granted access.

Click Continue to download the files you have access to download.

Delete Dataset

Are you sure you want to delete this dataset? You cannot undelete this dataset.

Delete Draft Version

Are you sure you want to delete this draft version? You cannot undelete this draft.

Unpublished Dataset Private URL

Private URL can only be used with unpublished versions of datasets.

Unpublished Dataset Private URL

Are you sure you want to disable the Private URL? If you have shared the Private URL with others they will no longer be able to use it to access your unpublished dataset.

Delete Files

The file(s) will be deleted after you click on the Delete button.

Files will not be removed from previously published versions of the dataset.

Compute

This dataset contains restricted files you may not compute on because you have not been granted access.

Deaccession Dataset

Once you deaccession this dataset it will no longer be viewable by the public.

What is the reason for deaccession?

Please enter additional information about the reason for deaccession.

If applicable, please leave a URL where this dataset can be accessed after deaccessioning.

Cancel

Deaccession Dataset

Are you sure you want to deaccession? The selected version(s) will no longer be viewable by the public.

Deaccession Dataset

Are you sure you want to deaccession this dataset? It will no longer be viewable by the public.

Please Select Version(s)

Please select version(s) for deaccessioning.

Please Select Reason

Please select reason for deaccessioning.

Invalid URL

Please enter valid forwarding URL.

Enter additional information

Please enter text for reason for deaccessioning.

Limit 1000 characters

Text for reason for deaccessioning may be no longer than 1000 characters.

Version Differences Details

Please select two versions to view the differences.

Version Differences Details

Version:
Last Updated:

Select File(s)

Please select a file or files to be downloaded.

Select File(s)

Please select a file or files for access request.

Select File(s)

Please select a file or files to be deleted.

Select File(s)

Please select unrestricted file(s) to be restricted.

Select File(s)

Please select restricted file(s) to be unrestricted.

Select File(s)

Please select a file or files to be edited.

Select File(s)

Please select a file or files to be edited.

Edit Tags

Select existing file tags or create new tags to describe your files. Each file can have more than one tag.

Request Access

You need to Log In to request access to this file.

Continue

Dataset Terms

Please confirm and/or complete the information needed below in order to continue.

CC-BY-NC-SA "Creative Commons license - attribution required, share alike and for non-commercial use only"

Package File Download

Use the Download URL in a Wget command or a download manager to download this package file. Download via web browser is not recommended. User Guide - Downloading a Dataverse Package via URL

- -

Download URL

https://researchdata.nie.edu.sg/api/access/datafile/

Request Access

Please confirm and/or complete the information needed below in order to request access to files in this dataset.

CC-BY-NC-SA "Creative Commons license - attribution required, share alike and for non-commercial use only"

Download Data Subset

Link Dataset

Enter the name of the dataverse you would like to link this dataset to. If you need to remove this link in the future, please contact Scholarly Communication Unit (NIE Library).

Your Dataverse

Save Linked Dataset

Compute Batch

Clear Batch

Dataset	Dataset Persistent ID

Compute Batch

File Restrictions

Terms of Access

Request Access

Enable access request

Submit for Review

You will not be able to make changes to this dataset while it is in review.

Publish Dataset

Are you sure you want to publish this dataset? Once you do so it must remain published.

Publish Dataset

This dataset cannot be published until Kee Ying Hwa is published. Would you like to publish both right now?

Once you publish this dataset it must remain published.

Publish Dataset

Are you sure you want to republish this dataset?

Select if this is a minor or major version update.

Minor Release (1.2)

Major Release (2.0)

Publish Dataset

This dataset cannot be published until Kee Ying Hwa is published by its administrator.

Publish Dataset

This dataset cannot be published until Kee Ying Hwa and Physical Education and Sports Science are published.

Return to Author

Return this dataset to contributor for modification.

Required entry

Reason for return to author is required