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Development and Implementation of Smart Measurement and Evaluation (Smart ME): A Trial-by-Trial Monitoring System for Autism Therapy.

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Title: Development and Implementation of Smart Measurement and Evaluation (Smart ME): A Trial-by-Trial Monitoring System for Autism Therapy.
Authors: Arneliza, Arneliza1 arneliza.2366290016@upiyai.ac.id, Sutadi, Rudy1, Alsa, Asmadi1, Yunanto, Kuncono Teguh1
Source: Journal of Culture & Values in Education (JCVE). 2026, Vol. 9 Issue 1, p106-124. 19p.
Subject Terms: *Applied behavior analysis, *Data-based decision making in education, *Disclosure, *Autism, *Behavioral assessment, Acquisition of data
Abstract: In Applied Behavior Analysis (ABA) intervention practice, measurement quality plays a crucial role and is a key foundation, as instructional decision-making relies heavily on accurate, consistent, and transparent behavioral data. However, ABA practice still faces challenges such as inconsistent passing criteria, trial-by-trial response recording, documentation procedures, and limited data transparency in autism therapy services. This study aims to develop and implement Smart Measurement and Evaluation (Smart ME) as a standardized measurement and evaluation system that supports detailed response recording, data-driven instructional decision-making, and transparency in Smart ABA therapy services. The study employed a research and development design. Smart ME was developed through discussions with experts and practitioners, then validated using Aiken's V. Limited implementation was conducted with two children with Autism Spectrum Disorder in a Smart ABA therapy session using a two-on-one format to assess the system's operational feasibility and ease of use. The validation results showed an Aiken's V value of 0.92, indicating high content validity. Limited implementation demonstrates that Smart ME supports consistent trial-by-trial recording, clear session scoring, and easy-to-understand data visualization. Smart ME is a content-valid measurement and evaluation system that is operationally feasible for use in autism therapy practice. Smart ME enhances measurement transparency, supports data-driven instructional decisions, and enhances accountability for autism therapy services. [ABSTRACT FROM AUTHOR]
Copyright of Journal of Culture & Values in Education (JCVE) is the property of Journal of Culture & Values in Education (JCVE) and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Education Research Complete
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  Availability: 0
Header DbId: ehh
DbLabel: Education Research Complete
An: 194146899
AccessLevel: 6
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Development and Implementation of Smart Measurement and Evaluation (Smart ME): A Trial-by-Trial Monitoring System for Autism Therapy.
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  Data: <searchLink fieldCode="AR" term="%22Arneliza%2C+Arneliza%22">Arneliza, Arneliza</searchLink><relatesTo>1</relatesTo><i> arneliza.2366290016@upiyai.ac.id</i><br /><searchLink fieldCode="AR" term="%22Sutadi%2C+Rudy%22">Sutadi, Rudy</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Alsa%2C+Asmadi%22">Alsa, Asmadi</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Yunanto%2C+Kuncono+Teguh%22">Yunanto, Kuncono Teguh</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Culture+%26+Values+in+Education+%28JCVE%29%22">Journal of Culture & Values in Education (JCVE)</searchLink>. 2026, Vol. 9 Issue 1, p106-124. 19p.
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  Data: *<searchLink fieldCode="DE" term="%22Applied+behavior+analysis%22">Applied behavior analysis</searchLink><br />*<searchLink fieldCode="DE" term="%22Data-based+decision+making+in+education%22">Data-based decision making in education</searchLink><br />*<searchLink fieldCode="DE" term="%22Disclosure%22">Disclosure</searchLink><br />*<searchLink fieldCode="DE" term="%22Autism%22">Autism</searchLink><br />*<searchLink fieldCode="DE" term="%22Behavioral+assessment%22">Behavioral assessment</searchLink><br /><searchLink fieldCode="DE" term="%22Acquisition+of+data%22">Acquisition of data</searchLink>
– Name: Abstract
  Label: Abstract
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  Data: In Applied Behavior Analysis (ABA) intervention practice, measurement quality plays a crucial role and is a key foundation, as instructional decision-making relies heavily on accurate, consistent, and transparent behavioral data. However, ABA practice still faces challenges such as inconsistent passing criteria, trial-by-trial response recording, documentation procedures, and limited data transparency in autism therapy services. This study aims to develop and implement Smart Measurement and Evaluation (Smart ME) as a standardized measurement and evaluation system that supports detailed response recording, data-driven instructional decision-making, and transparency in Smart ABA therapy services. The study employed a research and development design. Smart ME was developed through discussions with experts and practitioners, then validated using Aiken's V. Limited implementation was conducted with two children with Autism Spectrum Disorder in a Smart ABA therapy session using a two-on-one format to assess the system's operational feasibility and ease of use. The validation results showed an Aiken's V value of 0.92, indicating high content validity. Limited implementation demonstrates that Smart ME supports consistent trial-by-trial recording, clear session scoring, and easy-to-understand data visualization. Smart ME is a content-valid measurement and evaluation system that is operationally feasible for use in autism therapy practice. Smart ME enhances measurement transparency, supports data-driven instructional decisions, and enhances accountability for autism therapy services. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
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  Data: <i>Copyright of Journal of Culture & Values in Education (JCVE) is the property of Journal of Culture & Values in Education (JCVE) and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=ehh&AN=194146899
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      – SubjectFull: Disclosure
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      – TitleFull: Development and Implementation of Smart Measurement and Evaluation (Smart ME): A Trial-by-Trial Monitoring System for Autism Therapy.
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              Text: 2026
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