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History Matters: Path dependence and innovation in British city ...

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Appendix 2: Secondary data <strong>in</strong>dicators<br />

This Appendix provides further <strong>in</strong>formation<br />

on the range of secondary data <strong>in</strong>dicators<br />

used <strong>in</strong> the study, <strong>in</strong>clud<strong>in</strong>g details of data<br />

sources, def<strong>in</strong>itions <strong>and</strong> data limitations. The<br />

secondary data <strong>in</strong>dicators have been used to<br />

provide evidence on absorptive capa<strong>city</strong> <strong>and</strong><br />

<strong><strong>in</strong>novation</strong> systems <strong>in</strong> each of the 12 case<br />

study <strong>city</strong>-regions. In addition, time series data<br />

has been used to explore the evidence for path<br />

dependent development <strong>and</strong> new path creation<br />

<strong>in</strong> these cities over the last 25 years (s<strong>in</strong>ce the<br />

early 1980s). The <strong>in</strong>dicators used <strong>in</strong> the study<br />

are listed <strong>in</strong> Table 1 below.<br />

For each <strong>in</strong>dicator, this Appendix provides the<br />

follow<strong>in</strong>g details:<br />

• Description of the <strong>in</strong>dicator.<br />

• Time series – the years for which data has<br />

been obta<strong>in</strong>ed. For most <strong>in</strong>dicators, this is<br />

the economic trough years of 1981, 1991<br />

<strong>and</strong> 2005. However, for some <strong>in</strong>dicators a full<br />

time series of annual data has been obta<strong>in</strong>ed<br />

from 1980/1981 to 2005/2006.<br />

• Data source – details of the data source or<br />

data provider.<br />

• Geographic basis – a brief description of<br />

how data has been matched to <strong>city</strong>-region<br />

boundaries. For most <strong>in</strong>dicators, data for<br />

local authority districts has been best-fit to<br />

1998 TTWA boundaries.<br />

• Def<strong>in</strong>itions – details of sectoral <strong>and</strong><br />

other def<strong>in</strong>itions used, special analytical<br />

techniques, etc.<br />

• Comments – a description of any important<br />

data limitations, e.g. due to discont<strong>in</strong>uities <strong>in</strong><br />

time series data; poor geographic fit to <strong>city</strong>regions;<br />

miss<strong>in</strong>g data, etc.<br />

80

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