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ISVD-LAB-001Hypothesis

1.6.1

Four Research Hypotheses and Verification Plan

Naoya YokotaAbout 6 min read

Formulating the relationship between urban noise and sensory stress into four research hypotheses. Identifying research gaps in sensory-sensitive individuals × outdoor routes, zoning × noise disparity, complaint void zones, and context-dependent stress, presenting a Phase 0-3 verification roadmap.

This note presents the overall hypothesis framework of the Quiet Cities Project. Please refer to individual notes for details on each hypothesis.

Background

While traffic noise is recognized as a daily environmental stressor in urban areas, its impact is often overlooked as something people "get used to." For individuals with sensory sensitivity, traffic noise can become a serious barrier that prevents them from going outdoors.

The World Health Organization (WHO)(external site, opens in a new tab) recommends in its environmental noise guidelines that annual average exposure levels to road traffic noise be kept below 53dB(A), but many locations along major roads in Japan exceed 70dB.

However, the problem is not solely in the absolute dB values. What actually causes stress in humans is "suddenness," "contrast ratio (gap with silence)," "frequency of repetition," and "semantic meaning of sounds (modified motorcycle sounds, loudspeakers, etc.)," none of which can be captured by current time-averaged indicators.

Furthermore, our September 2026 Europe PMC searches returned no research addressing the outdoor mobility experiences of individuals with sensory sensitivity and misophonia. Misophonia is far from rare: a survey of U.S. undergraduate students found that about 20% reported clinically significant symptoms (Wu et al., 2014(external site, opens in a new tab)), though representative general-population estimates remain limited. It overlaps with the sensory sensitivity seen in ASD and other conditions but is a distinct concept, and this project treats these as separate.

Urban noise structurally constrains the mobility and quality of life of people with sensory hypersensitivity
H1
Sensory hypersensitivity x outdoor routes x physiological data
None found
H2
Zoning x noise inequality (environmental justice)
None found in Japan
H3
Existence of complaint void zones
None found in Japan
H4
Context-dependent noise stress
Sensory gap
Fig: Research Hypothesis Tree — Four hypotheses branching from the central theme

Four Research Hypotheses

H1: Sensory-Sensitive Individuals × Outdoor Mobility Routes × Physiological Data

People with sensory sensitivity and misophonia tendencies show significantly higher physiological stress responses during urban outdoor mobility compared to the general public, which constrains their frequency of outings and route selection. A field where we found no prior research.

→ Details: How Much Do Sensory-Sensitive Individuals Suffer Outdoors

H2: Zoning Regulations × Noise Disparity (Environmental Justice Hypothesis)

Low-income groups tend to concentrate in affordable housing along major roads, and the severity of noise damage is inversely proportional to income — a form of environmental injustice (the income correlation is established by international research). The direct correlation between disability and arterial-road co-location is sparsely studied, and no systematic empirical work exists in Japan for either correlation. This study treats both as hypotheses, to be verified through field measurement in Phase 2.

→ Details: People Living Along Major Roads Experience Greater Noise Damage

H3: Existence of Complaint Void Zones

Many "complaint void residents" exist who suffer from noise damage but have not filed complaints with authorities, distorting administrative priorities for noise countermeasures.

→ Details: The Phenomenon of Complaint Voids

H4: Context-Dependent Noise Stress

Even with the same dB level of noise, stress responses vary significantly depending on the type of sound and the context in which it occurs. Current dB averaging indicators are insufficient as proxy indicators for sensory stress. As part of the Phase 2 research plan, the lab is exploring a Contrast Index (CI) sketch that composes contrast with background noise, repetition frequency, time-of-day weighting, and a sound-source mask coefficient (see the H4 essay for details).

→ Details: What dB Alone Cannot Measure

Research Gap Certainty Ranking

GapCertaintyEvidence
Sensory-sensitive individuals × outdoor mobility routes × physiological data◎ No prior study found in our searchesOur September 2026 Europe PMC searches returned no study where wearable urban research meets sensory sensitivity research
Zoning regulations × noise disparity (Japanese version)◎ No Japanese study on income correlation found in our searches / △ Disability correlation under-studied internationallyInternational theory exists for income/race correlation, Ministry of the Environment(external site, opens in a new tab) recognition exists, but disability correlation is not yet established even internationally
Direct identification of complaint void zones○ No Japanese application found in our searchesMethods exist in the US; our September 2026 searches returned no Japanese application
Context-dependent noise stress (sensory sensitivity focused)○ No study focused on sensory sensitivity found in our searchesResearch for general public exists

What Should Be Done / What Doesn't Need to Be Done

What Should Be Done

  • Real-time physiological and subjective data collection during outdoor mobility of sensory-sensitive individuals
  • An empirical study on zoning × noise disparity (our searches found no prior Japanese study)
  • Mapping complaint void zones and categorizing "reasons for not reporting"
  • Development of context-dependent sensory stress indicators
  • Creation of policy recommendation reports integrating the above

What Doesn't Need to Be Done

  • Indoor acoustic measurements (sufficient accumulation by Sakuma, Matsui, and others)
  • Re-proving that "noise is bad for health" (already confirmed by WHO)
  • Creating noise maps using only dB (Ministry of Environment's national noise map exists)
  • General theory of noise × real estate value (already established by Poznan research, etc.)
Phase 0
Spring-Summer 2026 — Foundation
Hypotheses to verify
H1 (pilot)H3 (pilot)
Key activities
  • Fieldwork
  • Stakeholder interviews
  • Complaint void survey
Phase 1
Fall 2026 - Spring 2027 — Data Collection
Hypotheses to verify
H1H2H3H4
Key activities
  • Sensor network
  • Citizen-participatory collection
  • Zoning measurement
Phase 2
2027- — Verification & Proposals
Hypotheses to verify
H1 (done)H2 (done)
Key activities
  • Real-time map
  • Policy proposal report
  • Academic papers
Phase 3
2028- — Expansion
Hypotheses to verify
H4 (expanded)
Key activities
  • Light sensitivity added
  • Multi-city expansion
  • Index standardization
Fig: Verification Flow — Hypothesis verification plan by phase

Related Research Notes

This section organizes 15 research notes by type.

Essays (essay-)

Case Studies (case-)

Institutional, Judicial, and International Comparisons

Statistics cited in this article

  1. 1WHO Environmental Noise Guidelines for the European Region(2018) Open source
  2. 2Wu et al.(2014) Open source

References

  1. 1.
    Environmental Noise Guidelines for the European Region(external site, opens in a new tab)

    World Health Organization (WHO) (2018)

    WHO Regional Office for Europe

  2. 2.
  3. 3.
  4. 4.
  5. 5.
    聴覚過敏と暮らしの音環境(external site, opens in a new tab)

    佐久間哲哉 (2021)

    Journal of the Acoustical Society of Japan (日本音響学会誌), 77(5), 296-301

  6. 6.
    発達障害に伴う聴覚過敏と音環境に関する実態調査(external site, opens in a new tab)

    松井温子・佐久間哲哉 (2020)

    AIJ Journal of Technology and Design (日本建築学会技術報告集), 26(62), 169-172

  7. 7.

Corrections

  1. — Replaced the "world first" wording for H1 with what our literature searches can support. The research-gap table and the link to the related note now use the same wording.

    Before
    Body "no research exists worldwide" and "First research in this field worldwide." / table "◎ World first | Complete non-intersection of wearable urban research and sensory sensitivity research" / the H1 badge in the hypothesis-tree figure "World first" / link "A World-First Research Gap"
    After
    Body "our September 2026 Europe PMC searches returned no research" and "A field where we found no prior research." / table "◎ No prior study found in our searches | Our September 2026 Europe PMC searches returned no study where..." / figure badge "None found" / link "A Gap Not Found in Prior Research"

    Why we got it wrong Calling an absence in our searches a world first claims that we checked the world's literature. We missed this overview note when we corrected the same wording on the individual note on 2026-09-14.

  2. — Applied the same wording to H2 through H4, which were still left in this note.

    Before
    Table "◎ Japan first for income correlation" / "○ Not implemented in Japan" / "○ Sensory sensitivity gap" / What Should Be Done "Japan's first empirical study on zoning × noise disparity"
    After
    Table "◎ No Japanese study on income correlation found in our searches" / "○ No Japanese application found in our searches" / "○ No study focused on sensory sensitivity found in our searches" / What Should Be Done "An empirical study on zoning × noise disparity (our searches found no prior Japanese study)"

    Why we got it wrong Earlier the same day we corrected only H1 and missed the other three lines in this same note. "Japan first" and "not implemented" both state an absence in our searches as an absence in the world.

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