Evidence map›Paper›PMID 41013046›Full record

ArticleSensors (Basel, Switzerland)2025

Sensing What You Do Not See: Alerting of Approaching Objects with a Haptic Vest.

Albina Rurenko, Devbrat Anuragi, Ahmed Farooq, Marja Salmimaa, Zoran Radivojevic, Sanna Kumpulainen, Roope Raisamo

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Albina RurenkoFaculty of Information Technology and Communication Sciences, City Centre Campus, Tampere University, 33100 Tampere, Finland.ORCID 0000-0001-7571-0443
Devbrat AnuragiFaculty of Information Technology and Communication Sciences, City Centre Campus, Tampere University, 33100 Tampere, Finland.ORCID 0009-0004-4544-5588
Ahmed FarooqFaculty of Information Technology and Communication Sciences, City Centre Campus, Tampere University, 33100 Tampere, Finland.ORCID 0000-0002-9379-1467
Marja SalmimaaNokia Technologies, 33100 Tampere, Finland.ORCID 0000-0002-0118-0117
Zoran RadivojevicNokia Bell Labs, Cambridge CB3 0FA, UK.ORCID 0000-0002-2323-274X
Sanna KumpulainenFaculty of Information Technology and Communication Sciences, City Centre Campus, Tampere University, 33100 Tampere, Finland.ORCID 0000-0002-7016-257X
Roope RaisamoFaculty of Information Technology and Communication Sciences, City Centre Campus, Tampere University, 33100 Tampere, Finland.ORCID 0000-0003-3276-7866

Funding

Jane and Aatos Erkko Foundation ConvergenceResearch Council of Finland 355575
6 · The paper itself

Abstract

Workplace accidents in high-risk environments remain a major safety concern, particularly when workers' visual and auditory channels are overloaded. Haptic feedback offers a promising alternative for alerting individuals to unseen dangers and enhancing situational awareness. Motivated by challenges commonly observed in construction, this study investigates haptic alerting strategies applicable across dynamic, attentionally demanding contexts. We present two empirical experiments exploring how wearable vibration cues can inform users about approaching objects outside their field of view. The first experiment evaluated variations of pattern-based vibrations to simulate motion and examined the relationship between signal parameters and perceived urgency. A negative correlation between urgency and pulse duration emerged, identifying a key design factor. The second experiment conducted a novel comparison of pattern-based and location-based haptic alerts in a complex virtual environment, with tasks designed to simulate cognitive engagement with work processes. Results indicate that location-based alerts were more efficient for hazard detection. These findings offer insights into the design of effective user-centred haptic-based safety systems and provide a foundation for future development and deployment in real-world settings. This work contributes a generalisable step toward wearable alerting technologies for safety-critical occupations, including but not limited to construction.

Indexed as

Occupational HealthSafetyWearable Electronic DevicesCuesHumansVibrationWorkplacehaptic alertshuman-technology interactionwearable haptics

Identifiers

PMID41013046
PMCPMC12473153

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.