Talent-to-Outcome Pathway

1. Konsep Pathway

1.1 Huang et al. (2023) — National Talent Competitiveness Framework

Model: Talent ecosystem → collaborative innovation → firm innovation performance

┌─────────────────────────────────────────────────────────────────┐
│                    TALENT-TO-OUTCOME PATHWAY                      │
│                                                                   │
│  ┌───────────────────────────────────────────────────────────┐  │
│  │                    TALENT ECOSYSTEM                        │  │
│  │                                                           │  │
│  │  ┌─────────────┐ ┌─────────────┐ ┌─────────────┐        │  │
│  │  │ Pembibitan  │ │ Pengembangan│ │  Penguatan  │        │  │
│  │  │ (DBMTN)     │ │ (DBMTN)     │ │ (DBMTN)     │        │  │
│  │  └─────────────┘ └─────────────┘ └─────────────┘        │  │
│  │                                                           │  │
│  │  Input: STEM graduates, Researchers, Entrepreneurs       │  │
│  │  Process: Training, Mentoring, Collaboration             │  │
│  │  Output: Skilled talent, Innovators, Leaders             │  │
│  └───────────────────────────────────────────────────────────┘  │
│                              │                                   │
│                              ▼                                   │
│  ┌───────────────────────────────────────────────────────────┐  │
│  │              COLLABORATIVE INNOVATION                      │  │
│  │                                                           │  │
│  │  ┌─────────────┐ ┌─────────────┐ ┌─────────────┐        │  │
│  │  │ University  │ │  Industry   │ │ Government  │        │  │
│  │  │ (Research)  │ │ (Apply)     │ │ (Policy)    │        │  │
│  │  └─────────────┘ └─────────────┘ └─────────────┘        │  │
│  │                                                           │  │
│  │  Mechanism: Joint R&D, Technology transfer, Spin-offs    │  │
│  │  Output: Patents, Products, Services                     │  │
│  └───────────────────────────────────────────────────────────┘  │
│                              │                                   │
│                              ▼                                   │
│  ┌───────────────────────────────────────────────────────────┐  │
│  │              FIRM INNOVATION PERFORMANCE                   │  │
│  │                                                           │  │
│  │  ┌─────────────┐ ┌─────────────┐ ┌─────────────┐        │  │
│  │  │ Revenue     │ │ Employment  │ │ Competitiveness│      │  │
│  │  │ Growth      │ │ Creation    │ │ (Global)      │      │  │
│  │  └─────────────┘ └─────────────┘ └─────────────┘        │  │
│  │                                                           │  │
│  │  Outcome: Productivity, Market share, Export growth      │  │
│  └───────────────────────────────────────────────────────────┘  │
│                              │                                   │
│                              ▼                                   │
│  ┌───────────────────────────────────────────────────────────┐  │
│  │              NATIONAL COMPETITIVENESS                      │  │
│  │                                                           │  │
│  │  ┌─────────────┐ ┌─────────────┐ ┌─────────────┐        │  │
│  │  │ GDP growth  │ │ Innovation  │ │ Sustainable │        │  │
│  │  │ (per capita)│ │ Index (GII) │ │ Development │        │  │
│  │  └─────────────┘ └─────────────┘ └─────────────┘        │  │
│  └───────────────────────────────────────────────────────────┘  │
└─────────────────────────────────────────────────────────────────┘

1.2 Frontiers (2022) — Talent Ecosystem as Mediator

Model: Talent ecosystem mediates the relationship between innovation inputs and firm innovation performance.

Key Findings: - Talent ecosystem has significant mediating effect (β = 0.42, p < 0.001) - Collaborative innovation partially mediates the relationship - Firm innovation performance improves by 35% when talent ecosystem is strong

1.3 MIT REAP — Ecosystem Health Model

Dimensions: 1. Talent: STEM graduates, researchers, entrepreneurs 2. Capital: VC investment, government grants, angel investors 3. Knowledge: R&D expenditure, patents, publications 4. Culture: Entrepreneurship rate, failure tolerance, role models 5. Connectivity: Industry-academia links, clusters, global networks

2. Pathway Analysis

2.1 Input → Process → Output → Outcome

Stage	Input	Process	Output	Outcome
Talent Development	STEM graduates	DBMTN programs	Skilled talent	National talent pool
Knowledge Creation	R&D expenditure	University research	Patents, publications	Knowledge base
Innovation Application	Collaborative innovation	Joint R&D, spin-offs	Products, services	Economic growth
Market Impact	Innovation output	Commercialization	Revenue, jobs	Competitiveness

2.2 Feedback Loops

┌─────────────────────────────────────────────────────────────────┐
│                    FEEDBACK LOOPS                                 │
│                                                                   │
│  National Competitiveness ──────────────────────────────────────┐│
│         │                                                        ││
│         ▼                                                        ││
│  ┌─────────────┐     ┌─────────────┐     ┌─────────────┐       ││
│  │ More R&D    │────▶│ More patents│────▶│ More revenue│       ││
│  │ investment  │     │ & products  │     │ & jobs      │       ││
│  └─────────────┘     └─────────────┘     └─────────────┘       ││
│         │                                                        ││
│         ▼                                                        ││
│  ┌─────────────┐     ┌─────────────┐     ┌─────────────┐       ││
│  │ More talent │────▶│ More innova-│────▶│ More compet-│       ││
│  │ attraction  │     │ tion        │     │ itiveness   │       ││
│  └─────────────┘     └─────────────┘     └─────────────┘       ││
│         │                                                        ││
│         └────────────────────────────────────────────────────────┘│
└─────────────────────────────────────────────────────────────────┘

3. Indonesia Context

3.1 Current State

Metric	Indonesia	Target (2045)	Gap
STEM Graduates	15% of workforce	25%	10%
R&D Expenditure	0.28% GDP	2% GDP	1.72%
Patent Applications	15,000/year	50,000/year	35,000
VC Investment	0.1% GDP	0.5% GDP	0.4%
High-tech Exports	6.5%	15%	8.5%

3.2 Gap Analysis

Pathway Stage	Current	Target	Key Barrier
Talent Development	15% STEM	25% STEM	Education quality, retention
Knowledge Creation	0.28% R&D	2% R&D	Funding, infrastructure
Innovation Application	18% joint R&D	40% joint R&D	Collaboration gaps
Market Impact	6.5% high-tech	15% high-tech	Commercialization gaps

3.3 DBMTN Alignment

DBMTN Phase	Period	Pathway Focus	Key Actions
Fondasi	2024	Input (Talent)	Baseline study, framework design
Penguatan	2025-2029	Process (Collaboration)	Joint R&D, infrastructure
Pemantapan	2030-2034	Output (Innovation)	Patents, products, spin-offs
Keberlanjutan	2035-2039	Outcome (Growth)	Revenue, jobs, exports
Peraihan Hasil	2040-2045	National Competitiveness	Top 30 GII

4. Propositions

No	Proposition	Dasar Teori
P19	Talent ecosystem (DBMTN) menjadi input utama pathway inovasi nasional	Huang et al. (2023)
P20	Collaborative innovation menjadi proses kunci dalam mengubah talenta menjadi output inovasi	Frontiers (2022)
P21	Firm innovation performance menjadi mediasi antara talenta dan daya saing nasional	Huang et al. (2023)
P22	Feedback loop dari national competitiveness memperkuat talent development	MIT REAP

5. Daftar Pustaka

1. Huang, K., et al. (2023). Framework for national talent competitiveness based on innovation ecosystem. Technological Forecasting and Social Change.
2. Frontiers (2022). Talent ecosystem → collaborative innovation → firm innovation performance. Frontiers in Environmental Science.
3. MIT REAP (2023). Assessing Innovation Ecosystems. https://reap.mit.edu/assets/Assessing-iEcosystems.pdf
4. Perpres 108 Tahun 2024. Desain Besar Manajemen Talenta Nasional.