Design Goal

DG3 - Transparent and manageable disclosure

Enable transparent and manageable disclosure using the certified data assets.

Design GoalOpen source resource ↗

Overview

Producer metadata and the represented concept document.

Concept identity

design-knowledge/certified-data-chats-used-cars-dg3

Open concept record

Producer label: DG3
Source paper: Certified data chats for future used car markets
Timestamp: 2026-07-16T00:00:00+00:00
Bundle path: design-knowledge/certified-data-chats-used-cars-dg3.md

certified-data-chats-used-carschatdata-marketdesign-goalnegotiationused-car-market

Design goal DG3: Transparent and manageable disclosure

Enable transparent and manageable disclosure using the certified data assets.

Source paper

This design goal is proposed by Certified data chats for future used car markets (Andreas Engelmann, Gerhard Schwabe, 2024).

Citations

[1] Andreas Engelmann, Gerhard Schwabe. Certified data chats for future used car markets. Electronic Markets 34:45 (2024). https://doi.org/10.1007/s12525-024-00725-z (opens in a new tab) [2] Source document: Certified data chats for future used car markets.pdf

Linked concepts

Concepts connected by incoming or outgoing native Markdown links.

Design Principle

Design Principle1

Design Principle

design-knowledge/certified-data-chats-used-cars-dp3

DP3 - Data presentation as overview and within conversation

Present certified data in used-car negotiations both as an overview and within the conversation, marking certified messages so they are recognized as certified and tamper-proof.

certified-data-chats-used-carschatdata-marketdesign-principle+2

Paper

Paper1

Paper

papers/certified-data-chats-used-cars

Certified data chats for future used car markets

The study designs a certified data chat that integrates blockchain-based certified car data into negotiation, guided by three design goals and three design principles (certified data provision, selective information disclosure, and data presentation as overview and within conversation), and evaluates it in an experimental market game.

blockchaincertified-data-chats-used-carschatdata-market+3

Relationships

Directed links from Markdown. Heading context is displayed as derived metadata, not as a formal OKF predicate.

Outgoing links

Certified data chats for future used car markets
Paper
Source
DG3 - Transparent and manageable disclosure
Target
Certified data chats for future used car markets
Link label
Certified data chats for future used car markets
Status
Resolved
Derived heading context: Source paper

Incoming backlinks

Local graph

One-hop by default, with an optional bounded two-hop view. Nodes are concept files and arrows are Markdown links.

Knowledge graph

3 of 3 concepts · 5 directed relationships

Concept types

Design GoalSeed

DG3 - Transparent and manageable disclosure

Bundle identity

Concept ID: design-knowledge/certified-data-chats-used-cars-dg3
Markdown path: design-knowledge/certified-data-chats-used-cars-dg3.md
Producer label: DG3
Native type: design-goal

Markdown summary

Design goal DG3: Transparent and manageable disclosure Enable transparent and manageable disclosure using the certified data assets. Source paper This design goal is proposed by Certified data chats for future used car markets (Andreas Engelmann, Gerhard Schwabe, 2024). Citations [1] Andreas Engelmann, Gerhard Schwabe. Certified data chats for future used car markets. Electronic Markets 34:45 (2024). https://doi.org/10.1007/s12525-024-00725-z [2] Source document: Certified data chats for future used car markets.pdf

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{
  "type": "design-goal",
  "title": "DG3 - Transparent and manageable disclosure",
  "description": "Enable transparent and manageable disclosure using the certified data assets.",
  "resource": "https://doi.org/10.1007/s12525-024-00725-z",
  "source_paper": "Certified data chats for future used car markets",
  "label": "DG3",
  "tags": [
    "certified-data-chats-used-cars",
    "design-goal",
    "used-car-market",
    "data-market",
    "negotiation",
    "chat"
  ],
  "timestamp": "2026-07-16T00:00:00+00:00"
}

Design Goal

DG3 - Transparent and manageable disclosure

Enable transparent and manageable disclosure using the certified data assets.

Design GoalOpen source resource ↗

Overview

Producer metadata and the represented concept document.

Concept identity

design-knowledge/certified-data-chats-used-cars-dg3

Open concept record

Producer label: DG3
Source paper: Certified data chats for future used car markets
Timestamp: 2026-07-16T00:00:00+00:00
Bundle path: design-knowledge/certified-data-chats-used-cars-dg3.md

certified-data-chats-used-carschatdata-marketdesign-goalnegotiationused-car-market

Design goal DG3: Transparent and manageable disclosure

Enable transparent and manageable disclosure using the certified data assets.

Source paper

This design goal is proposed by Certified data chats for future used car markets (Andreas Engelmann, Gerhard Schwabe, 2024).

Citations

Linked concepts

Concepts connected by incoming or outgoing native Markdown links.

Design Principle

Design Principle1

Design Principle

design-knowledge/certified-data-chats-used-cars-dp3

DP3 - Data presentation as overview and within conversation

Present certified data in used-car negotiations both as an overview and within the conversation, marking certified messages so they are recognized as certified and tamper-proof.

certified-data-chats-used-carschatdata-marketdesign-principle+2

Paper

Paper1

Paper

papers/certified-data-chats-used-cars

Certified data chats for future used car markets

blockchaincertified-data-chats-used-carschatdata-market+3

Relationships

Directed links from Markdown. Heading context is displayed as derived metadata, not as a formal OKF predicate.

Outgoing links

Certified data chats for future used car markets
Paper
Source
DG3 - Transparent and manageable disclosure
Target
Certified data chats for future used car markets
Link label
Certified data chats for future used car markets
Status
Resolved
Derived heading context: Source paper

Incoming backlinks

Local graph

One-hop by default, with an optional bounded two-hop view. Nodes are concept files and arrows are Markdown links.

Knowledge graph

3 of 3 concepts · 5 directed relationships

Concept types

Design GoalSeed

DG3 - Transparent and manageable disclosure

Bundle identity

Concept ID: design-knowledge/certified-data-chats-used-cars-dg3
Markdown path: design-knowledge/certified-data-chats-used-cars-dg3.md
Producer label: DG3
Native type: design-goal

Markdown summary

Raw metadata

The complete producer frontmatter, serialized without server paths or runtime data.

Show producer frontmatter

{
  "type": "design-goal",
  "title": "DG3 - Transparent and manageable disclosure",
  "description": "Enable transparent and manageable disclosure using the certified data assets.",
  "resource": "https://doi.org/10.1007/s12525-024-00725-z",
  "source_paper": "Certified data chats for future used car markets",
  "label": "DG3",
  "tags": [
    "certified-data-chats-used-cars",
    "design-goal",
    "used-car-market",
    "data-market",
    "negotiation",
    "chat"
  ],
  "timestamp": "2026-07-16T00:00:00+00:00"
}