Specifying training needs in dynamic judgment tasks using a lens model approach

Ann M. Bisantz; Paul Gay; Donita A. Phipps; Neff Walker; Alex Kirlik; Arthur D. Fisk

Specifying training needs in dynamic judgment tasks using a lens model approach

Ann M. Bisantz, Paul Gay, Donita A. Phipps, Neff Walker, Alex Kirlik, Arthur D. Fisk

Research output: Contribution to journal › Conference article › peer-review

Abstract

An important aspect of developing training interventions for complex environments is the characterization of individual performance in order to tailor training to the needs of each individual. Individual judgment performance in a command and control environment was modeled as linear combinations of environmental cue values using a lens model approach. Results showed that overall, all participants' had accurate knowledge of the environment, but that good and poor performers were distinguished by the consistency with which they executed judgment strategies based on this knowledge.

Original language	English (US)
Pages (from-to)	1849-1854
Number of pages	6
Journal	Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume	2
State	Published - 1997
Externally published	Yes
Event	Proceedings of the 1997 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5) - Orlando, FL, USA Duration: Oct 12 1997 → Oct 15 1997

ASJC Scopus subject areas

Control and Systems Engineering
Hardware and Architecture

Cite this

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title = "Specifying training needs in dynamic judgment tasks using a lens model approach",

abstract = "An important aspect of developing training interventions for complex environments is the characterization of individual performance in order to tailor training to the needs of each individual. Individual judgment performance in a command and control environment was modeled as linear combinations of environmental cue values using a lens model approach. Results showed that overall, all participants' had accurate knowledge of the environment, but that good and poor performers were distinguished by the consistency with which they executed judgment strategies based on this knowledge.",

author = "Bisantz, {Ann M.} and Paul Gay and Phipps, {Donita A.} and Neff Walker and Alex Kirlik and Fisk, {Arthur D.}",

year = "1997",

language = "English (US)",

volume = "2",

pages = "1849--1854",

journal = "Proceedings of the IEEE International Conference on Systems, Man and Cybernetics",

issn = "0884-3627",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "Proceedings of the 1997 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5) ; Conference date: 12-10-1997 Through 15-10-1997",

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T1 - Specifying training needs in dynamic judgment tasks using a lens model approach

AU - Bisantz, Ann M.

AU - Gay, Paul

AU - Phipps, Donita A.

AU - Walker, Neff

AU - Kirlik, Alex

AU - Fisk, Arthur D.

PY - 1997

Y1 - 1997

N2 - An important aspect of developing training interventions for complex environments is the characterization of individual performance in order to tailor training to the needs of each individual. Individual judgment performance in a command and control environment was modeled as linear combinations of environmental cue values using a lens model approach. Results showed that overall, all participants' had accurate knowledge of the environment, but that good and poor performers were distinguished by the consistency with which they executed judgment strategies based on this knowledge.

AB - An important aspect of developing training interventions for complex environments is the characterization of individual performance in order to tailor training to the needs of each individual. Individual judgment performance in a command and control environment was modeled as linear combinations of environmental cue values using a lens model approach. Results showed that overall, all participants' had accurate knowledge of the environment, but that good and poor performers were distinguished by the consistency with which they executed judgment strategies based on this knowledge.

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M3 - Conference article

AN - SCOPUS:0031375610

SN - 0884-3627

VL - 2

SP - 1849

EP - 1854

JO - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

JF - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

T2 - Proceedings of the 1997 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5)

Y2 - 12 October 1997 through 15 October 1997

ER -

Specifying training needs in dynamic judgment tasks using a lens model approach

Abstract

ASJC Scopus subject areas

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