This article examines the possible relationship between the sentiment of church-related tweets and church growth. It finds that within the sample of tweets analysed, there is a statistically significant relationship between the sentiment of a church-related tweet and the presence of church growth in the geographical area from which the tweet was posted. This work builds on the body of knowledge surrounding church growth and decline in the United Kingdom, by seeking to better understand how new sources of data, in this case freely available social media data, can be used to gain a better understanding of the behaviours of churches which regularly form, merge, move, split and close.
Archbishops’ Council Research and Statistics (2013) Cathedral Statistics 2012. London: Church of England.
2.
BobkowskiPSPearceLD (2011) Baring their souls in online profiles or not? Religious self-disclosure in social media. Journal for the Scientific Study of Religion50(4): 744–762.
3.
BrierleyP (2013) Capital Growth. Tonbridge: ADBC Publishers.
4.
BrownC (2001) The Death of Christian Britain. London: Routledge.
5.
BruceS (1995) Religion in Modern Britain. Oxford: Oxford University Press.
6.
BruceS (2002) God is Dead: Secularization in the West. Oxford: Wiley-Blackwell.
7.
BruceS (2013a) Secularization and church growth in the United Kingdom. Journal of Religion in Europe6(3): 273–296.
8.
BruceS (2013b). Further thoughts on church growth and secularization. Journal of Religion in Europe6(3): 316–320.
9.
CarnesT (2001) Religions in the city: An overview. In: CarnesTKarpathakisA (eds) New York Glory: Religions in the City. New York: New York University Press.
10.
ChavesM (2013) American Religion: Contemporary Trends. Princeton, NJ: Princeton University Press.
11.
ChengZCaverleeJLeeK (2010) You are where you tweet: A content-based approach to geo-locating twitter users. In: Proceedings of the 19th ACM International Conference on Information and Knowledge Management, Toronto, Canada, October 2010, pp. 759–768.
12.
CooperAP (2014) Unwrapping Camden’s church tweeters: A small-scale thematic study of Twitter data. In: WoodfieldK (ed.) Social Media in Social Research: Blogs on Blurring the Boundaries, eBook. London: NatCen Social Research.
13.
DavieG (1990) Believing without belonging: Is this the future of religion in Britain?Social Compass37(4): 455–469.
14.
DavieG (1994) Religion in Britain since 1945: Believing without Belonging. Oxford: Blackwell.
15.
GoodhewD (2012a) Church growth in Britain, 1980 to the present day. In: GoodhewD (ed.) Church Growth in Britain 1980 to the Present. Farnham: Ashgate, pp. 3–20.
16.
GoodhewD (2012b) From the margins to the mainstream: New churches in York. In: GoodhewD (ed.) Church Growth in Britain 1980 to the Present. Farnham: Ashgate, pp. 179–192.
17.
GoodhewD (2013) Church growth in Britain: A response to Steve Bruce. Journal of Religion in Europe6(3): 297–315.
18.
KaufmannEGoujonASkirbekkV (2011) The end of secularization in Europe? A socio-demographic perspective. Sociology of Religion73(1): 69–91.
19.
LeetaruKHWangSCaoGPadmanabhanAShookE (2013) Mapping the global Twitter heartbeat: The geography of Twitter. First Monday18(5).
20.
MarshC (2012) The diversification of English Christianity: The example of Birmingham. In: GoodhewD (ed.) Church Growth in Britain 1980 to the Present. Farnham: Ashgate, pp. 193–206.
21.
MisloveALehmannSAhnY-YOnnelaJ-PRosenquistJN (2011) Understanding the demographics of Twitter users. In: Proceedings of the 5th International AAAI Conference on Weblogs and Social Media (ICWSM’11), Barcelona, Spain, July2011.
22.
OsgoodH (2012) The rise of black churches. In: GoodhewD (ed.) Church Growth in Britain 1980 to the Present. Farnham: Ashgate, pp. 107–126.
23.
RoxburghK (2012) Growth amidst decline: Edinburgh’s churches and Scottish culture. In: GoodhewD (ed.) Church Growth in Britain 1980 to the Present. Farnham: Ashgate, pp. 209–220.
24.
ThelwallMBuckleyKPaltoglouG (2011) Sentiment in Twitter events. Journal of the American Society for Information Science and Technology62(2): 406–418.
25.
ThelwallMBuckleyKPaltoglouGCaiDKappasA (2010) Sentiment strength detection in short informal text. Journal of the American Society for Information Science and Technology61(12): 2544–2558.
26.
VoasD (2014) Afterword: Some reflections on numbers in the study of religion. The Journal of the British Association for the Study of Religions16(2): 116–124.
27.
VoasDCrockettA (2005) Religion in Britain: Neither believing nor belonging. Sociology39(1): 11–28.
28.
WolffeJJacksonB (2012) Anglican resurgence: The Church of England in London. In: GoodhewD (ed.) Church Growth in Britain 1980 to the Present. Farnham: Ashgate, pp. 23–40.
