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Automated Stress Detection and Restoration in Office Workers

2022년 7월 7일 업데이트: Burcin Becerik-Gerber, University of Southern California
This study aims at establishing a laboratory experiment that mimics office work stressors, examining the feasibility of automated stress detection, and identifying the most significant physiological and/or behavioral features that can be used to differentiate between positive stress (eustress) and negative stress (distress). Additionally, we will investigate if triggering the olfactory (exposing participants to pleasant smells) senses would help reduce stress.

연구 개요

상세 설명

The experiment is divided into 2 main phases:

The first phase is the eustress-distress data collection: In this phase, participants will complete three conditions:

  1. "No-stress": Participants will sit idle on their desks without performing any task. This is important to record a baseline of physiological signals that will allow us to compare the physiological responses in later stages.
  2. "Low-stress work": Participants will be asked to prepare a brief presentation about a familiar topic (e.g., favorite types of food, TV shows, academic work). A strict time limit will not be provided; instead, participants will be told that they have at least 30 minutes and up to 40 minutes if they need that amount of time to complete the presentation.
  3. "High-stress work": Participants will be required to prepare a presentation about an unfamiliar topic with a time limit of 30 minutes. The topic and the requirements will be carefully established to make the completion of the presentation achievable but at the same time to create a sense of time pressure, heavy workload, and unfamiliarity with the task. We will employ a concept similar to the Trier Social Stress Test, in which participants are required to develop and deliver a speech to a panel. This test has been employed in several studies as a means of inducing high-stress reactions. In our study, participants will be informed that a two-person judging committee will be scoring their work performance by watching through a Zoom shared screen. Participants will be told that their final score will be compared to all other study participants such that the highest scoring individuals will receive an award. The committee's "score" will be presented on the screen beginning at 100 and will be decreased and increased in a standardized manner across all participants. Changes in the score will appear at uneven intervals such that the participants do not recognize a pattern but associate the scoring with the judging committee noticing some sort of work flaw or issue. A countdown clock with time remaining will be presented on the screen, recorded office noise (e.g., printers, distant chatting, computers) will be played in the background, and temperature will be increased outside the comfort range. In addition, participants will be subject to interruptions including pop-up messages, calls or emails every 5 minutes to ask about progress.

During the three conditions (idle, low stress, high stress) participants will be asked 5 questions every 5 minutes:

  1. In the last five minutes, to what extent did you consider the work you are performing as an opportunity or challenge?
  2. In the last five minutes, to what extent did you consider the work you are performing as a source of pressure?
  3. Over the last five minutes, how would you rate your productivity?
  4. Over the last five minutes, how would you rate your mood?
  5. Over the last five minutes, how would you rate your stress level?

The second phase is meant to investigate if triggering the olfactory (exposing participants to pleasant smells) senses would help reduce stress.

For that, participants will be given a task that an office worker usually conducts in their everyday work (e.g., typing a paragraph in a word document, organizing a spreadsheet) for 20 minutes. During the 20 minutes, participants will get exposed to one of the following three conditions:

  1. Control group - 20 participants: No exposure to smells or change in office light settings.
  2. Olfactory group 1 - 20 participants: No change in office light settings, but participants in this condition will be exposed to the smell of natural wood scent continuously. A diffuser with essential oils will be turned on during that time to deliver the smell.
  3. Olfactory group 2 - 20 participants: No change in office light settings, but participants in this condition will be exposed to the smell of Bergamot scent continuously. A diffuser with essential oils will be turned on during that time to deliver the smell.

Following this, participants will be asked to rate their anxiety/stress levels using the state anxiety trait survey and how they perceived the exposure to the scents.

연구 유형

중재적

등록 (실제)

50

단계

  • 해당 없음

연락처 및 위치

이 섹션에서는 연구를 수행하는 사람들의 연락처 정보와 이 연구가 수행되는 장소에 대한 정보를 제공합니다.

연구 장소

    • California
      • Los Angeles, California, 미국, 90089
        • University of Southern California

참여기준

연구원은 적격성 기준이라는 특정 설명에 맞는 사람을 찾습니다. 이러한 기준의 몇 가지 예는 개인의 일반적인 건강 상태 또는 이전 치료입니다.

자격 기준

공부할 수 있는 나이

18년 이상 (성인, 고령자)

건강한 자원 봉사자를 받아들입니다

연구 대상 성별

모두

설명

Inclusion Criteria:

  1. Participants will be older than 18.
  2. Participants should be proficient at speaking and writing in English.
  3. Qualified participants should have a normal or corrected-to-normal vision, and a normal sense of smell.

Exclusion Criteria:

  1. Participants will be screened to make sure that they don't have any physical or psychological-related problems that make them sensitive to stress-inducing tasks.
  2. Participants who are taking any medication to regulate their blood pressure will not be allowed to participate in the study as these medications might affect the quality of the blood volume pulse-related data.
  3. Pregnant women are not allowed to participate in this study.
  4. Participants using prescription medication, diagnosed with color blindness, rhinitis, or hay fever, or have allergic reactions to essential oils ( e.g., contact dermatitis, allergic rhinitis) will not be allowed to participate in this study.

공부 계획

이 섹션에서는 연구 설계 방법과 연구가 측정하는 내용을 포함하여 연구 계획에 대한 세부 정보를 제공합니다.

연구는 어떻게 설계됩니까?

디자인 세부사항

  • 주 목적: 특수 증상
  • 할당: 무작위
  • 중재 모델: 요인 할당
  • 마스킹: 하나의

무기와 개입

참가자 그룹 / 팔
개입 / 치료
간섭 없음: Control
No exposure to smells.
실험적: Olfactory Condition - 1
Participants in this condition will be exposed to the smell of natural wood scent continuously. A diffuser with essential oils will be turned on during that time to deliver the smell.
Wood notes tend to be rich and warm, often forming the base of a scent due to their aromatic weight.
실험적: Olfactory Condition - 2
Participants in this condition will be exposed to the smell of Bergamot scent continuously. A diffuser with essential oils will be turned on during that time to deliver the smell.
The scent of bergamot is fruity and citrusy, with floral hints and spice notes.

연구는 무엇을 측정합니까?

주요 결과 측정

결과 측정
측정값 설명
기간
Heart rate
기간: Throughout study participation, up to 120 minutes
Heart rate will be collected through a sensor attached to the participant's chest at a collection rate of 1 heart rate reading per second. The average heart rate will be examined across study conditions.
Throughout study participation, up to 120 minutes
Electrodermal activity
기간: Throughout study participation, up to 120 minutes
Electrodermal activity will be collected through a sensor placed on the wrist similar to a watch, with data collection at a rate of 4 readings per second. The average electrodermal activity will be examined across study conditions.
Throughout study participation, up to 120 minutes
Blink rate
기간: Throughout study participation, up to 120 minutes
A facial detection algorithm will be used to detect the blinking rate of the participant from a camera that collects 10 frames per second. The average blink rate will be examined across study conditions.
Throughout study participation, up to 120 minutes
Gaze angle
기간: Throughout study participation, up to 120 minutes
A facial detection algorithm will be used to detect the gaze angle direction of the participant from a camera that collects 10 frames per second. The durations of gaze angles will be examined across study conditions.
Throughout study participation, up to 120 minutes

2차 결과 측정

결과 측정
측정값 설명
기간
Mouse clicks
기간: Throughout study participation, up to 120 minutes
The number of mouse clicks will be recorded using a logger software installed on the computer. The frequency of mouse clicks will be examined across study conditions.
Throughout study participation, up to 120 minutes
Keyboard keystrokes
기간: Throughout study participation, up to 120 minutes
The number of keystrokes will be recorded using a logger software installed on the computer. The frequency of keystrokes will be examined across study conditions.
Throughout study participation, up to 120 minutes

공동 작업자 및 조사자

여기에서 이 연구와 관련된 사람과 조직을 찾을 수 있습니다.

수사관

  • 수석 연구원: Burcin Becerik-Gerber, PhD, University of Southern California

연구 기록 날짜

이 날짜는 ClinicalTrials.gov에 대한 연구 기록 및 요약 결과 제출의 진행 상황을 추적합니다. 연구 기록 및 보고된 결과는 공개 웹사이트에 게시되기 전에 특정 품질 관리 기준을 충족하는지 확인하기 위해 국립 의학 도서관(NLM)에서 검토합니다.

연구 주요 날짜

연구 시작 (실제)

2022년 4월 1일

기본 완료 (실제)

2022년 7월 5일

연구 완료 (실제)

2022년 7월 5일

연구 등록 날짜

최초 제출

2022년 1월 20일

QC 기준을 충족하는 최초 제출

2022년 2월 4일

처음 게시됨 (실제)

2022년 2월 16일

연구 기록 업데이트

마지막 업데이트 게시됨 (실제)

2022년 7월 8일

QC 기준을 충족하는 마지막 업데이트 제출

2022년 7월 7일

마지막으로 확인됨

2022년 7월 1일

추가 정보

이 연구와 관련된 용어

기타 연구 ID 번호

  • UP-21-00484

개별 참가자 데이터(IPD) 계획

개별 참가자 데이터(IPD)를 공유할 계획입니까?

아니요

약물 및 장치 정보, 연구 문서

미국 FDA 규제 의약품 연구

아니

미국 FDA 규제 기기 제품 연구

아니

이 정보는 변경 없이 clinicaltrials.gov 웹사이트에서 직접 가져온 것입니다. 귀하의 연구 세부 정보를 변경, 제거 또는 업데이트하도록 요청하는 경우 register@clinicaltrials.gov. 문의하십시오. 변경 사항이 clinicaltrials.gov에 구현되는 즉시 저희 웹사이트에도 자동으로 업데이트됩니다. .

스트레스에 대한 임상 시험

Natural wood scent에 대한 임상 시험

구독하다