Design Principle

DP1 - Certified data provision

Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency.

Design PrincipleOpen source resource ↗

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design-knowledge/certified-data-chats-used-cars-dp1

Open concept record

Producer label: DP1
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-dp1.md

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

Design principle DP1: Certified data provision

Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency.

Source paper

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

Addresses

Design goal DG1: Useful integration of certified data assets

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

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Design Goal

Design Goal1

Design Goal

design-knowledge/certified-data-chats-used-cars-dg1

DG1 - Useful integration of certified data assets

Implement a useful integration of certified data assets into the chat.

certified-data-chats-used-carschatdata-marketdesign-goal+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

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Certified data chats for future used car markets
Paper
Source
Certified data chats for future used car markets
Target
DP1 - Certified data provision
Link label
Design principle DP1: Certified data provision
Status
Resolved
Derived heading context: Design knowledge

Local graph

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

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3 of 3 concepts · 5 directed relationships

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Design PrincipleSeed

DP1 - Certified data provision

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Concept ID: design-knowledge/certified-data-chats-used-cars-dp1
Markdown path: design-knowledge/certified-data-chats-used-cars-dp1.md
Producer label: DP1
Native type: design-principle

Markdown summary

Design principle DP1: Certified data provision Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency. Source paper This design principle is proposed by Certified data chats for future used car markets (Andreas Engelmann, Gerhard Schwabe, 2024). Addresses Design goal DG1: Useful integration of certified data assets 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-principle",
  "title": "DP1 - Certified data provision",
  "description": "Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency.",
  "resource": "https://doi.org/10.1007/s12525-024-00725-z",
  "source_paper": "Certified data chats for future used car markets",
  "label": "DP1",
  "tags": [
    "certified-data-chats-used-cars",
    "design-principle",
    "used-car-market",
    "data-market",
    "negotiation",
    "chat"
  ],
  "timestamp": "2026-07-16T00:00:00+00:00"
}

Design Principle

DP1 - Certified data provision

Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency.

Design PrincipleOpen source resource ↗

Overview

Producer metadata and the represented concept document.

Concept identity

design-knowledge/certified-data-chats-used-cars-dp1

Open concept record

Producer label: DP1
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-dp1.md

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

Design principle DP1: Certified data provision

Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency.

Source paper

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

Addresses

Design goal DG1: Useful integration of certified data assets

Citations

Linked concepts

Concepts connected by incoming or outgoing native Markdown links.

Design Goal

Design Goal1

Design Goal

design-knowledge/certified-data-chats-used-cars-dg1

DG1 - Useful integration of certified data assets

Implement a useful integration of certified data assets into the chat.

certified-data-chats-used-carschatdata-marketdesign-goal+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

Incoming backlinks

Certified data chats for future used car markets
Paper
Source
Certified data chats for future used car markets
Target
DP1 - Certified data provision
Link label
Design principle DP1: Certified data provision
Status
Resolved
Derived heading context: Design knowledge

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 PrincipleSeed

DP1 - Certified data provision

Bundle identity

Concept ID: design-knowledge/certified-data-chats-used-cars-dp1
Markdown path: design-knowledge/certified-data-chats-used-cars-dp1.md
Producer label: DP1
Native type: design-principle

Markdown summary

Raw metadata

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

Show producer frontmatter

{
  "type": "design-principle",
  "title": "DP1 - Certified data provision",
  "description": "Provide certified data to negotiating sellers and buyers in a certified data area, so that both parties can consider the car data credible and trustworthy, increasing market transparency.",
  "resource": "https://doi.org/10.1007/s12525-024-00725-z",
  "source_paper": "Certified data chats for future used car markets",
  "label": "DP1",
  "tags": [
    "certified-data-chats-used-cars",
    "design-principle",
    "used-car-market",
    "data-market",
    "negotiation",
    "chat"
  ],
  "timestamp": "2026-07-16T00:00:00+00:00"
}