{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T15:18:28Z","timestamp":1767626308675},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J  Syst  Assur  Eng  Manag"],"published-print":{"date-parts":[[2019,2]]},"DOI":"10.1007\/s13198-018-00756-8","type":"journal-article","created":{"date-parts":[[2019,2,10]],"date-time":"2019-02-10T04:39:58Z","timestamp":1549773598000},"page":"83-90","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Modeling innovation adoption incorporating time lag between awareness and adoption process"],"prefix":"10.1007","volume":"10","author":[{"given":"Richie","family":"Aggarwal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ompal","family":"Singh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adarsh","family":"Anand","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P. K.","family":"Kapur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,2,10]]},"reference":[{"key":"756_CR1","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1177\/002224296603000105","volume":"30","author":"L Adler","year":"1986","unstructured":"Adler L (1986) Time lag in new product development. J Mark 30:17","journal-title":"J Mark"},{"key":"756_CR2","unstructured":"Aggrawal D, Agarwal M, Anand A, Aggarwal R (2017) Convolution of awareness in modeling industrial and technological innovation adoption. In: 8th DQM international conference on life cycle science engineering and management, Serbia, pp 143\u2013152"},{"key":"756_CR3","doi-asserted-by":"crossref","unstructured":"Anand A, Singh O, Agarwal M, Aggarwal R (2014) Modeling adoption process based on awareness and motivation of consumers. In: 2014 3rd international conference on reliability, Infocom Technologies and Optimization (ICRITO) (Trends and Future Directions), pp 1\u20136","DOI":"10.1109\/ICRITO.2014.7014701"},{"issue":"4","key":"756_CR4","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1057\/s41270-016-0005-z","volume":"4","author":"A Anand","year":"2016","unstructured":"Anand A, Agarwal M, Bansal G, Garmabaki AHS (2016a) Studying product diffusion based on market coverage. J Mark Anal 4(4):135\u2013146","journal-title":"J Mark Anal"},{"issue":"1","key":"756_CR5","doi-asserted-by":"publisher","first-page":"20","DOI":"10.4018\/IJTD.2016010102","volume":"7","author":"A Anand","year":"2016","unstructured":"Anand A, Singh O, Aggarwal R, Aggrawal D (2016b) Diffusion modeling based on customer\u2019s review and product satisfaction. Int J Technol Diffus (IJTD) 7(1):20\u201331","journal-title":"Int J Technol Diffus (IJTD)"},{"key":"756_CR7","volume-title":"Stochastic models for social processes","author":"J Bartholomew","year":"1967","unstructured":"Bartholomew J (1967) Stochastic models for social processes. Wiley, Hoboken"},{"issue":"5","key":"756_CR8","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1287\/mnsc.15.5.215","volume":"15","author":"FM Bass","year":"1969","unstructured":"Bass FM (1969) A new product growth model for consumer durables. Manag Sci 15(5):215\u2013224","journal-title":"Manag Sci"},{"key":"756_CR9","volume-title":"Introduction to mathematical sociology","author":"JS Coleman","year":"1964","unstructured":"Coleman JS (1964) Introduction to mathematical sociology. Princeton University Press, Princeton"},{"issue":"3","key":"756_CR10","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1137\/0506038","volume":"6","author":"JM Cushing","year":"1975","unstructured":"Cushing JM (1975) An operator equation and bounded solutions of integro-differential systems. SIAM J Math Anal 6(3):433\u2013445","journal-title":"SIAM J Math Anal"},{"issue":"4","key":"756_CR11","doi-asserted-by":"publisher","first-page":"635","DOI":"10.1080\/09672560500370292","volume":"12","author":"AM Diamond Jr","year":"2005","unstructured":"Diamond AM Jr (2005) Measurement, incentives and constraints in Stigler\u2019s economics of science. Eur J Hist Econ Thought 12(4):635\u2013661","journal-title":"Eur J Hist Econ Thought"},{"issue":"3","key":"756_CR12","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/0040-1625(81)90021-4","volume":"20","author":"C Easingwood","year":"1981","unstructured":"Easingwood C, Mahajan V, Muller E (1981) A nonsymmetric responding logistic model for forecasting technological substitution. Technol Forecast Soc Change 20(3):199\u2013213","journal-title":"Technol Forecast Soc Change"},{"issue":"3","key":"756_CR13","doi-asserted-by":"publisher","first-page":"312","DOI":"10.2307\/1240798","volume":"66","author":"G Feder","year":"1984","unstructured":"Feder G, Slade R (1984) The acquisition of information and the adoption of new technology. Am J Agric Econ 66(3):312\u2013320","journal-title":"Am J Agric Econ"},{"key":"756_CR14","volume-title":"Technological forecasting for industry and government: methods and applications","author":"A Floyd","year":"1968","unstructured":"Floyd A (1968) A methodology for trend forecasting of figures of merit. In: Bright J (ed) Technological forecasting for industry and government: methods and applications, vol 95. Prentice-Hall Inc., Englewood Cliffs"},{"issue":"1","key":"756_CR15","first-page":"123","volume":"15","author":"AS Garmabaki","year":"2012","unstructured":"Garmabaki AS, Kapur PK, Jyotish NP, Ragini KS (2012) The optimal time of new generation product in the market. Commun Depend Qual Manag 15(1):123\u2013137","journal-title":"Commun Depend Qual Manag"},{"key":"756_CR16","unstructured":"https:\/\/www.statista.com\/statistics\/263393\/global-pc-shipments-since-1st-quarter-2009-by-vendor\/\n                              \n                           . Accessed on 29th Nov 2018"},{"key":"756_CR17","unstructured":"https:\/\/www.statista.com\/statistics\/271490\/quarterly-global-smartphone-shipments-by-vendor\/\n                              \n                           . Accessed on 28th Nov 2018"},{"key":"756_CR18","doi-asserted-by":"publisher","first-page":"1569","DOI":"10.1287\/mnsc.31.12.1569","volume":"31","author":"S Kalish","year":"1985","unstructured":"Kalish S (1985) A new product adoption model with pricing, advertising and uncertainty. Manage Sci 31:1569\u20131585","journal-title":"Manage Sci"},{"issue":"4","key":"756_CR19","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1504\/IJOR.2013.052715","volume":"16","author":"PK Kapur","year":"2013","unstructured":"Kapur PK, Aggarwal AG, Garmabaki AHS, Singh G (2013) Modelling diffusion of successive generations of technology: a general framework. Int J Oper Res 16(4):465\u2013484","journal-title":"Int J Oper Res"},{"issue":"1","key":"756_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1504\/IJAMS.2015.068048","volume":"7","author":"PK Kapur","year":"2015","unstructured":"Kapur PK, Aggarwal AG, Garmabaki AH, Tandon A (2015) Multi-generational innovation diffusion modelling: a two dimensional approach. Int J Appl Manag Sci 7(1):1\u201318","journal-title":"Int J Appl Manag Sci"},{"issue":"2","key":"756_CR21","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/0270-0255(82)90018-5","volume":"3","author":"Karmeshu","year":"1982","unstructured":"Karmeshu (1982) Time lag in a diffusion model of information. Math Model 3(2):137\u2013141","journal-title":"Math Model"},{"issue":"2","key":"756_CR22","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1016\/0040-1625(88)90060-1","volume":"34","author":"VB Lal","year":"1988","unstructured":"Lal VB, Kaicker S (1988) Modeling innovation diffusion with distributed time lag. Technol Forecast Soc Change 34(2):103\u2013113","journal-title":"Technol Forecast Soc Change"},{"issue":"2","key":"756_CR23","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1016\/0165-1765(79)90171-X","volume":"2","author":"R Lindner","year":"1979","unstructured":"Lindner R, Fischer A, Pardey P (1979) The time to adoption. Econ Lett 2(2):187\u2013190","journal-title":"Econ Lett"},{"issue":"12","key":"756_CR24","doi-asserted-by":"publisher","first-page":"1389","DOI":"10.1287\/mnsc.30.12.1389","volume":"30","author":"V Mahajan","year":"1984","unstructured":"Mahajan V, Muller E, Kerin AR (1984a) Introduction strategy for new products with positive and negative word-of-mouth. Manag Sci (INFORMS) 30(12):1389\u20131404","journal-title":"Manag Sci (INFORMS)"},{"issue":"3","key":"756_CR25","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1287\/mksc.3.3.179","volume":"3","author":"V Mahajan","year":"1984","unstructured":"Mahajan V, Muller E, Sharma S (1984b) An empirical comparisons of awareness forecasting models of new product introduction. Mark Sci 3(3):179\u2013197","journal-title":"Mark Sci"},{"key":"756_CR26","doi-asserted-by":"crossref","unstructured":"Mansfield E (1961) Technical change and the rate of imitation. Econom J Econom Soc 741\u2013766","DOI":"10.2307\/1911817"},{"key":"756_CR27","volume-title":"Diffusion of innovations","author":"EM Rogers","year":"2003","unstructured":"Rogers EM (2003) Diffusion of innovations, 5th edn. The Free Press, New York","edition":"5"},{"issue":"4","key":"756_CR28","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1016\/0040-1625(76)90027-5","volume":"8","author":"MN Sharif","year":"1976","unstructured":"Sharif MN, Kabir C (1976) A generalized model for forecasting technological substitution. Technol Forecast Soc Change 8(4):353\u2013364","journal-title":"Technol Forecast Soc Change"},{"issue":"1","key":"756_CR30","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/0040-1625(85)90003-4","volume":"27","author":"C Skiadas","year":"1985","unstructured":"Skiadas C (1985) Two generalized rational models for forecasting innovation diffusion. Technol Forecast Soc Change 27(1):39\u201361","journal-title":"Technol Forecast Soc Change"}],"container-title":["International Journal of System Assurance Engineering and Management"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13198-018-00756-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13198-018-00756-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13198-018-00756-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,10]],"date-time":"2020-02-10T00:03:39Z","timestamp":1581293019000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13198-018-00756-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,2]]},"references-count":28,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,2]]}},"alternative-id":["756"],"URL":"https:\/\/doi.org\/10.1007\/s13198-018-00756-8","relation":{},"ISSN":["0975-6809","0976-4348"],"issn-type":[{"value":"0975-6809","type":"print"},{"value":"0976-4348","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,2]]},"assertion":[{"value":"10 October 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 December 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 February 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}