{rfName}
In

License and use

Icono OpenAccess

Altmetrics

Grant support

The authors would like to thank the Universidad de Alcala that supported the results of this paper through the Sistemas de monitorizacion de actividad del desarrollo infantil y la vida cotidiana mediante juguetes y otros objetos del entorno project (UAH-GP2018-5). This work has been funded by the Spanish National Plan for Scientific and Technical Research and Innovation 2013-2016 (EDUCERE, TIN2013-47803-C2-R [MINECO/BIE/FEDER, UE]) and 2017-2020 (Deteccion precoz de trastornos de Desarrollo mediante el uso de juguetes y objetos cotidianos, TRASGO, RTI2018-101962-B-I00 [MCIU/AEI/FEDER, UE]) and through the Spanish Ministry of Economy and Competitiveness PhD students funding program (BES-2014-067912). The vector hand drawing used in Multimedia Appendix 1 was created by Ddraw (Freepik) and the users icons used in Figure 3 were created by Freepik and all of them are licensed by Creative Commons BY 3.0. The development of the pegboard program was carried out using Arduino language and NRF24 libraries. The collector and mobile app where developed using Python and the Django Framework. The authors wish to thank the children, staff, and families of the initial education school participating in the study.

Analysis of institutional authors

Ortega JeAuthorVan Der Meulen KAuthorDel Barrio CAuthor

Share

September 2, 2019
Publications
>
Article

Intraindividual Variability Measurement of Fine Manual Motor Skills in Children Using an Electronic Pegboard: Cohort Study

Publicated to:JMIR mHealth and uHealth. 7 (8): e12434-e12434 - 2019-01-01 7(8), DOI: 10.2196/12434

Authors: Rivera D, García A, Ortega JE, Alarcos B, van der Meulen K, Velasco JR, Del Barrio C

Affiliations

- Author
;Departamento de Psicología Biológica y de la Salud, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain - Author
;Departamento de Psicología Evolutiva y de la Educación, Facultad de Psicología, Universidad Autónoma de Madrid, Madrid, Spain - Author
Departamento de Automática, Escuela Politécnica Superior, Universidad de Alcalá, Alcalá de Henares, Spain - Author
Univ Alcala, Escuela Politecn Super, Dept Automat, Campus Univ,Ctra Madrid Barcelona,Km 33,600, Alcala De Henares 28871, Spain - Author
Univ Autonoma Madrid, Fac Psicol, Dept Psicol Biol & Salud, Madrid, Spain - Author
Univ Autonoma Madrid, Fac Psicol, Dept Psicol Evolut & Educ, Madrid, Spain - Author
See more

Abstract

Pegboard tests are a powerful technique used by health and education professionals to evaluate manual dexterity and fine motor speed, both in children and adults. Using traditional pegboards in tests, the total time that, for example, a 4-year-old child needs for inserting pegs in a pegboard, with the left or right hand, can be measured. However, these measurements only allow for studying the variability among individuals, whereas no data can be obtained on the intraindividual variability in inserting and removing these pegs with one and the other hand.The aim of this research was to study the intraindividual variabilities in fine manual motor skills of 2- to 3-year-old children during playing activities, using a custom designed electronic pegboard.We have carried out a pilot study with 39 children, aged between 25 and 41 months. The children were observed while performing a task involving removing 10 pegs from 10 holes on one side and inserting them in 10 holes on the other side of a custom-designed sensor-based electronic pegboard, which has been built to be able to measure the times between peg insertions and removals.A sensor-based electronic pegboard was successfully developed, enabling the collection of single movement time data. In the piloting, a lower intraindividual variability was found in children with lower placement and removal times, confirming Adolph et al's hypothesis.The developed pegboard allows for studying intraindividual variability using automated wirelessly transmitted data provided by its sensors. This novel technique has been useful in studying and validating the hypothesis that children with lower movement times present lower intraindividual variability. New research is necessary to confirm these findings. Research with larger sample sizes and age ranges that include additional testing of children's motor development level is currently in preparation.©Diego Rivera, Antonio García, Jose Eugenio Ortega, Bernardo Alarcos, Kevin van der Meulen, Juan R Velasco, Cristina del Barrio. Originally published in JMIR Mhealth and Uhealth (http://mhealth.jmir.org), 28.08.2019.

Keywords

9-hole peg testAdhdAgeChild developmentChild, preschoolCohort studiesDevelopmentalDexterityFemaleGames, recreationalHandHumansMaleMotor skillsNormsPeoplePilot projectsPlayPlay and playthingsPlaythingsPsychologyPsychology, developmentalReliabilitySmartphone

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal JMIR mHealth and uHealth due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2019, it was in position 11/102, thus managing to position itself as a Q1 (Primer Cuartil), in the category Health Care Sciences & Services. Notably, the journal is positioned above the 90th percentile.

From a relative perspective, and based on the normalized impact indicator calculated from the Field Citation Ratio (FCR) of the Dimensions source, it yields a value of: 2.54, which indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: Dimensions Aug 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-08-07, the following number of citations:

  • WoS: 3
  • Scopus: 4
  • Europe PMC: 1
  • Google Scholar: 5

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-08-07:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 41.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 46 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 2.2.
  • The number of mentions on the social network Facebook: 1 (Altmetric).
  • The number of mentions on the social network X (formerly Twitter): 3 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.

Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: Last Author (BARRIO MARTINEZ, CRISTINA DEL).