Evidence map›Paper›PMID 36935862›Full record

ArticleProceedings of the ... IEEE Conference on Decision & Control. IEEE Conference on Decision & Control2022

A Kalman filter-based Hybrid Model Predictive Control Algorithm for Mixed Logical Dynamical Systems: Application to Optimized Interventions for Physical Activity.

Owais Khan, Mohamed El Mistiri, Daniel E Rivera, César A Martin, Eric Hekler

Abstract read
In one paragraph

Article in Proceedings of the ... IEEE Conference on Decision & Control. IEEE Conference on Decision & Control, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Replicable Bandits for Digital Health Interventions.Statistical science : a review journal of the Institute of Mathematical Statistics · 2025
    Article
  2. Article
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  6. Article
  7. System Identification and Hybrid Model Predictive Control in Personalized mHealth Interventions for Physical Activity.Proceedings of the ... American Control Conference. American Control Conference
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Owais KhanControl Systems Engineering Laboratory, School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, AZ 85287 USA.
Mohamed El MistiriControl Systems Engineering Laboratory, School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, AZ 85287 USA.
Daniel E RiveraControl Systems Engineering Laboratory, School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, AZ 85287 USA.
César A MartinEscuela Superior Politécnica del Litoral (ESPOL), Facultad de Ingeniería en Electricidad y Computación, Campus Gustavo Galindo Km 30.5 Vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador.
Eric HeklerCenter for Wireless and Population Health Systems, University of California, San Diego, CA 92093, USA.

Funding

Optimizing Individualized and Adaptive mHealth Interventions via Control Systems Engineering MethodsR01CA244777 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI HEKLER, ERIC, RIVERA, DANIEL E · 2020 to 2024
$3.8M
SCH: Control Systems Engineering for Counteracting Notification Fatigue: An Examination of Health Behavior Change R01LM013107 · NLM · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI HEKLER, ERIC, KLASNJA, PREDRAG · 2019 to 2022
$995k
NCI NIH HHS R01 CA244777NLM NIH HHS R01 LM013107
6 · The paper itself

Abstract

Hybrid Model Predictive Control (HMPC) is presented as a decision-making tool for novel behavioral interventions to increase physical activity in sedentary adults, such as

Identifiers

PMID36935862
PMCPMC10018791

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.