000 | 02123pab a2200205 454500 | ||
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008 | 140923b0 xxu||||| |||| 00| 0 eng d | ||
040 |
_cWelingkar Institute of Management Development & Research, Mumbai _aWelingkar Institute of Management Development & Research, Mumbai |
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041 | _aENG | ||
082 |
_a _bItt |
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100 | _aIttersum Koert Van | ||
245 | _aCumulative Timed Intent: A New Predictive Tool for Technology Adoption | ||
250 | _a5 | ||
260 |
_a _bOct 2010 _c0 |
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300 | _a808-822 Pp. | ||
490 | _vXLVII | ||
520 | _aDespite multiple calls for the integration of time into behavioral intent measurement, surprisingly little academic research has examined timed intent measures directly. In two empirical studies, the authors estimate individual-level cumulative adoption likelihood curves-curves calibrated on self-reported adoption likelihoods for cumulative time intervals across a fixed horizon-of 478 managerial decision makers, self-predicting whether and when they will adopt a relevant technology. A hierarchical Bayes formulation allows for a heterogeneous account of the individual-level adoption likelihood curves as a function of time and common antecedents of technology adoption. A third study generalizes these results among 354 consumer decision makers and, using behavioral data collected during a two-year longitudinal study involving a subsample of 143 consumer decision makers, provides empirical evidence for the accuracy of cumulative adoption likelihood curves for predicting whether and when a technology is adopted. Cumulative adoption likelihood curves outperform two single-intent measures as well as two widely validated intent models in predicting individual-level adoption for a fixed period of two years. The results hold great promise for further research on using and optimizing cumulative timed intent measures across a variety of application domains. | ||
650 | _aSelf-Reported Inventions, Cumulative Timed Intent, Technology Adoption, Predictive Accuracy, Hierarchical Bayes | ||
856 | _uhttp://192.168.6.13/libsuite/mm_files/Articles/AR11712.pdf | ||
906 | _a39153 | ||
999 |
_c31491 _d31491 |