Intention-to-Migrate Prediction
Intention-to-migrate prediction models stated plans to migrate as a forecast of actual migration behavior, taking seriously that what people say they will do is informative but imperfect. Migration surveys routinely ask whether respondents intend or plan to move, and these stated intentions are among the strongest available predictors of who later migrates; yet the link is far from one-to-one, because intentions are frustrated by constraints and some moves happen without prior plans. Jorgen Carling's 2002 work on involuntary immobility highlighted exactly this slippage between wanting or planning to migrate and being able to, and Hein de Haas's 2021 aspirations-capabilities framework formalized why intentions translate into behavior only when capability is present. The method estimates the probability of intending to migrate from individual and contextual covariates, relates intention to subsequent observed moves, and explicitly measures the intention-behavior gap. It then calibrates and validates its predictions against later migration, and refines them by conditioning on capability. The aim is honest, validated prediction rather than treating stated intention as destiny.
स्रोत रिकॉर्ड
विधियों के स्रोत रिकॉर्ड से उद्धरण शब्दशः कॉपी किए गए हैं। इनसे किसी भी दावे-स्तरीय सत्यापन का अनुमान नहीं लगाया गया है।
- Carling, J. (2002). Migration in the Age of Involuntary Immobility: Theoretical Reflections and Cape Verdean Experiences. Journal of Ethnic and Migration Studies, 28(1), 5-42. · DOI 10.1080/13691830120103912
- de Haas, H. (2021). A Theory of Migration: The Aspirations-Capabilities Framework. Comparative Migration Studies, 9, 8. · DOI 10.1186/s40878-020-00210-4
क्यूरेटेड दावे
साक्ष्य लेज़र में दावे बने हुए हैं, प्रत्येक का अपना मूल्यांकन है।
जब लेज़र में कोई दावा नहीं होता है तो यह दृश्य दावा मूल्यांकन का आविष्कार नहीं करता है।
संबंधित विधियाँ
विधि ग्राफ़ से उत्पन्न और मशीन-अनुशंसित संबंध के रूप में दिखाए गए हैं — किसी भी साक्ष्य दावे का अनुमान नहीं लगाया गया है।