Helping Royal Mail Business Strategy
Submitting Institution
University of EssexUnit of Assessment
Business and Management StudiesSummary Impact Type
EconomicResearch Subject Area(s)
Mathematical Sciences: Statistics
Economics: Applied Economics, Econometrics
Summary of the impact
Professor John Nankervis' Inland Letter Traffic Models (ILTMs) forecast
demand for Royal Mail's letter business and provide estimates of the
effects on letter traffic of economic activity, the cost of letters and
competition in the communications market. These estimates directly
influence Royal Mail's strategic business plans and pricing policies, have
fed into applications to the regulators for stamp price changes and formed
part of the evidence base for The Postal Services Bill, passed into Law in
June 2011, which sets out the future of UK postal services provision.
Underpinning research
Nankervis worked in theoretical and applied research in time series
econometric models. Undertaken at Essex from 2003 to 2012, his theoretical
work investigated the properties of estimators and test statistics in
econometric time series models (Nankervis and Savin, 2010), and he applied
this research in a number of contexts, including currency exchange rates
(Chortareas et al, 2011) and UK postal traffic (Veruete-McKay et al,
2011). Nankervis' work in UK letter traffic was undertaken in
collaboration with economists at Royal Mail, with whom he used his
theoretical research to build time series econometric models of demand for
UK letter traffic (see for instance Marzena et al, 2013). Thus Nankervis'
theoretical and applied research in time series econometrics resulted in
academic publications and industry reports, the latter informing Royal
Mail decisions and activities.
In order to take account of the time series properties of the variables
considered, Nankervis developed vector error correction models for letter
traffic volume. These Inland Letter Traffic Models (ILTMs) obtained
express letter traffic demand as a function of a set of explanatory
variables: the level of economic activity, prices, the quality of service
and the level of competition. Given forecasts for these explanatory
variables, the ILTMs are used to obtain forecasts for letter traffic
volumes. Total traffic volumes as well as volumes of first class, second
class, and `other' letter traffic (pre-sorted and direct mail) are
obtained.
A novel feature of the models is that the measure of economic activity
used is given by weighting the main sectoral constituents of GDP by mail
use within each sector; financial services are more heavily weighted than
manufacturing, for example. The ILTMs provide estimates of long-run
elasticities of letter traffic with respect to the explanatory variables.
The models also provide unit long-run estimates of elasticity of per
capita total letter growth with respect to weighted GDP.
Nankervis used the ILTMs in a number of applications. He found that the
elasticity of per capita total letter growth with respect to weight GDP
has remained constant, even though there has been a declining trend in
total traffic due to the increasing effect of e-communications and
competition. The estimated first and second class price elasticities are
small but have increased in recent years. The estimated price elasticity
for `other' mail is approximately equal to one. Thus the ILTMs find that
pre-sorted and direct mail volumes are more sensitive to price changes
than first and second class letter volumes. The ILTMs have also been
applied to forecast the effect of growing electronic communication.
Alternative methods of communication — such as email — have been growing
since 2002. The ILTMs have captured the effect of these changes through
the introduction of gradually increasing trend effects.
The models and corresponding results were first presented in 1995 to the
`3rd Postal Services and Regulation conference' — a leading international
and interdisciplinary conference at the forefront of strategic and
regulatory debates in the global postal industry. Further presentations on
aspects of later models have also been subsequently disseminated at this
conference (in 2009 and 2012) and the academic peer-reviewed proceedings
from each conference published in refereed texts as detailed below.
References to the research
Nankervis, J.C., and N.E. Savin (2010) Testing for serial correlation:
Generalized Andrews-Ploberger tests, Journal of Economic and Business
Statistics, 28 (2), 246-255. DOI: 10.1198/jbes.2009.08115
Chortareas, G., Y. Jiang, and J.C. Nankervis (2011) The Random-Walk
behavior of the Euro exchange rate, Finance Research Letters, 8
(3), 158-162. DOI: 10.1016/j.frl.2010.10.003
Veruete-McKay, L., S. Soteri, J.C. Nankervis, and F. Rodriguez (2011)
Letter traffic demand in the UK: An analysis by product and envelope
content type, Review of Network Economics, 10 (3). DOI:
10.2202/1446-9022.1233
Marzena J., J.C. Nankervis, J. Pope, S. Soteri, and L. Veruete-McKay
(2013) Letter traffic demand in the UK: Some new evidence and review of
econometric analysis over the past decade, in Crew and Kleindorfer (eds.)
Reforming the Postal Sector in the Face of Electronic Competition,
Cheltenham: Edward Elgar. ISBN: 9780857935809
Details of the impact
Nankervis' theoretical research in time series econometrics informed his
applied collaborative research with Royal Mail economists. Nankervis
helped Royal Mail analyse the effects of factors such as stamp prices on
letter traffic demand and consulted with them to produce letter traffic
demand forecasts. These forecasts regularly provide data to Royal Mail
senior executives and inform Royal Mail decision making and business
strategy. As explained by the CEO of Royal Mail:
The ILTM is used in three important ways:
- First, as a business forecast model to inform business and strategic
plan central case projections accounting for over £5bn of Royal Mail
revenue
- Second, as a scenario analysis tool to inform business risks
surrounding our central AIM projections (including Monte Carlo
simulation analysis)
- Third, the ILTM estimated price elasticities are key inputs into the
Royal Mail strategic pricing and competitive entry model, which in turn
is used to inform pricing decisions and competitive entry into the
letters market.
CEO, Royal Mail [corroborating source 1]
Royal Mail's CEO also notes that `business reports and external
publications, written by John Nankervis and our internal economists, have
been submitted to our regulator (previously Postcomm and now Ofcom),
Shareholder (the UK Government), Pension Trustees and also the European
Commission'. These submissions have informed two major changes to the
regulation and administration of the UK's postal service: the UK Postal
Services Act 2011, and the 2011 increase in stamp prices.
Postal Services Act 2011
Nankervis' collaborative research with the Royal Mail informed the UK
Postal Services Act of 2011. Results from the ILTMs, such as demand
forecasts and estimated price elasticities, were integral to Royal Mail's
submissions to an independent review of UK Postal Services (the Hooper
Review) undertaken in 2008 and updated in 2010. In the words of the Royal
Mail's Head of Economic Forecasting, the Royal Mail submissions `heavily
influenced the outcome of the [Hooper] review' [corroborating source 2].
The Hooper Review provided recommendations for the reform of the postal
service based on the data provided by Royal Mail, that data a result of
Nankervis' work with Royal Mail economists.
The Hooper Review's recommendations, based on this data, were accepted by
the UK Government, as stated in an Impact Assessment for the Postal
Services Bill undertaken by the Department for Business Innovation and
Skills: `The Government intends to proceed with the Hooper Review's main
recommendations [including] to bring about modernisation of Royal Mail
through introducing private sector capital' [corroborating source 3, p.2].
The bill was passed into law in June 2011; the Postal Services Act sets
out the future of postal services provision in the UK, including the
privatisation of 90% of Royal Mail's business.
Stamp price increases
In a particularly significant consultation with Postcomm, the models were
used by Royal Mail economists in an ultimately successful request for
permission to increase stamp prices. In consultation with Nankervis, ILTMs
were used to estimate the effect of stamp price changes on demand. The
results of this application of the model were integral to the case the
Royal Mail made for the increase of stamp prices in 2010-11. In 2010
Postcomm began a statutory consultation on the regulation of Royal Mail
entitled `Laying the foundations for a sustainable postal service'. Royal
Mail's response to this consultation included a request for deregulation
on stamp prices, a request supported by ILTM data, in particular the
estimated low first and second class price elasticities [source 4].
In 2011 Postcomm granted Royal Mail's request and deregulated their
control of stamp prices, granting permission to some increases in price
[source 5]. This decision was informed by the Royal Mail response to the
Postcomm consulation, which was in turn informed by Nankervis' research
into the effect of stamp prices on letter traffic demand. As a result of
Postcomm's decision Royal Mail increased stamp prices in 2012.
The role of Nankervis and his research in this process is explained below
by Royal Mail's Head of Economic Forecasting:
The output of John's work on the ILTM and publications helped us to
convince Postcomm, and subsequently Ofcom, that the decline in mail
volumes was mainly due to structural factors related to technological
changes and not primarily due to the level of letter prices. This debate
(high price elasticity versus structural decline) was a highly contentious
business issue within Royal Mail which John's last piece of work for us on
the ILTM (2011) helped to provide an answer — John's work in this area in
combination with market research and other academic work we undertook with
the University of Toulouse was very important in helping Royal Mail to
reach evidence based business decisions on pricing.
Head of Economic Forecasting, Royal Mail
Sources to corroborate the impact
[All sources saved on file with HEI, available on request]
- CEO, Royal Mail
- Head of Economic Forecasting, Royal Mail
- Post Services Bill 2010 Impact Assessment, Department for Business
Innovation and Skills:
http://www.parliament.uk/documents/impact-assessments/IA10-129.pdf
- Postcomm Consultation, Royal Mail's Reponse, August 2010:
http://www.royalmailgroup.com/sites/default/files/Postcomm%20Consultation_Response_2010.pdf
- `Laying the Foundations for a Sustainable Postal Service, Licence
Modification Decision', Postcomm, March 2011:
http://stakeholders.ofcom.org.uk/binaries/post/1880.pdf