radanovic-jovic 17 str. measurement of national-level logistics costs and performance-2012 ii dio

8/11/2019 Radanovic-jovic 17 Str. Measurement of National-level Logistics Costs and Performance-2012 II Dio

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MEASUREMENT OF NATIONAL-LEVEL LOGISTICS COSTS AND PERFORMANCE

16 Karri Rantasila & Lauri Ojala Discussion Paper 2012-4 OECD/ITF 2012

3. AN OVERVIEW OF NATIONAL-LEVEL COST STUDIES

The primary classification used in this chapter distinguishes studies employingdifferent research methods. The three main categories identified are statistics-basedstudies, surveys, and case and other studies. Statistics-based studies utilize statisticaldata, models and methods in deriving the level of logistics costs. Statistics may includenational accounting figures, for example. The distinctive difference between case studies(which also may utilize statistics) and statistics-based studies is that in the former themodel is well established and verified. Surveys utilize questionnaires to collect data fromrespondents. There is one significant difference in approach between statistics-basedstudies and surveys from the supply-chain perspective: whereas the approach to theproblem in the former is usually from the supply side of the chain, surveys tend to beconducted among demand-side actors. Finally, case and other studies representinvestigations based on case-study methodology and studies that cannot be categorizedas statistics-based or surveys. Case studies tend to be used when sufficient statistics arenot available and it is not possible to conduct a survey. Other studies include thoseemploying mixed methods, and also those that do not clearly disclose the methods used.Some examples are provided for each category.

3.1. Statistics-based studies

3.1.1. Applied trade policy study by Shepherd (2011)

Shepherds paper (2011) is perhaps the most recent cross-country study in this field.He examined the issue of measuring logistics costs from an applied trade policy researchperspective, as well as identifying logistics-intensive sectors. He focuses on currentlyavailable data at the macro- and firm-levels. Data sources include national accounts,national input-output tables, the International Comparison Project, firm-level data, andproduction and trade data. Although the data exhibit a number of weaknesses comparedwith custom logistics costs datanotably in terms of sectoral definitiontheynonetheless make it possible to conduct some preliminary empirical analysis that can

inform future measurement efforts.

First, the paper finds that there is little systematic evidence of a link between thesize of the logistics sector and economic outcomes, such as trade openness. Second, therelationship between the size of the logistics sector and logistics performance is non-monotonic. Third, the size of the logistics sector only increases in per capita income up toa certain point, before the relationship turns negative.

These findings suggest that measures of sectoral sizesuch as logistics costs relativeto GDPmay be of limited use to researchers and policymakers because they do nothave an unambiguous interpretation in terms of performance or economic outcomes.Fourth, however, direct indicators of price and performance are more clearly related to

economic outcomes, and have a more straightforward relation with per capita income.
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Logistics: The Canadian Report 2008, 2; SCM and KPI Analysis A Canada / UnitedStates Perspective 2006, 24).

3.1.5. State of Logistics Surveys for South Africa

The Council for Scientific and Industrial Research (CSIR) has been publishing theAnnual State of Logistics Survey for South Africa annually since 2004. All the editionsemploy the same modelling technique, starting with the computation of total logisticscosts from product-specific data covering transportation mode, transported and storedtonnage, transportation distances and costs, transit times and the opportunity cost oftime during the transport. (State of Logistics Survey for South Africa 2004, 4-9)

The model (Logistics Cost Model - LCM) reflects a bottom-up approach to computingthe costs by aggregating the primary input elements (number of commodities produced)and the costs of carrying out additional activities (transport, storage and handling).(State of Logistics Survey for South Africa 2007, 14-15; State of Logistics Survey forSouth Africa 2010, 9). The model used in the South African study is based on the work ofJan Havenga (see e.g. Havenga 2007 and 2010).

Logistics costs for South Africa in 2010 totalled ZAR 323 bn., or 13.5 per cent ofGDP. There was a decrease from 2007 and 2008, when total costs were 15.9 (2007) and14.7 (2008) per cent, respectively. Figure 13 gives the level of each cost component(transportation, inventory carrying, storage & ports, and management & administration).(State of Logistics Survey for South Africa 2010, 18-19)

3.1.6.

Logistics Cost Statistics of the CFLP

The China Federation of Logistics and Purchasing publishes the figures for China'slogistics industry on a yearly basis based on data from the National Bureau of Statistics.The latest available figures give the situation in 2010, when total logistics costs increasedby 16.7 per cent to 7.1 trillion Yuan (EUR 805 bn.). Nevertheless, the costs-to-GDP-ratiodeclined by 0.3 per cent to 17.8 per cent. Transportation (3.8 trillion Yuan) accounted for54 per cent of the total costs, followed by storage costs of 2.4 trillion Yuan (33.9 per centof the total). The last component, management costs (0.9 trillion Yuan), accounted for12.1 per cent of the total. (CFLP 2010) The development of logistics costs in China isdepicted in Figure 14.

3.1.7. Studies of logistics markets in Switzerland

According to a study conducted by St. Gallen University, the volume of Switzerlandslogistics markets in 2009 was approximately CHF 34.4 bn., or 6.5 per cent of GDP(Figure 15). Four main cost components are identified in the latest study: transportation,handling, warehousing and other logistics costs. (Factsheet zur Logistikmarktstudie2011: Volumen Logistikmarkt Schweiz; Stlzle, Hoffmann & Gebert 2009, 146-149)

3.1.8.

The Logistical Strength of the Netherlands Study

De logistieke kracht van Nederland 2009 was published for the second time in 2009,when total logistics costs were slightly over EUR 46 billion. The total costs are dividedinto five groups: transportation, warehousing, inventory-carrying, administrative and

management/planning costs. (De Logistieke Kracht van Nederland 2009, 22-23)


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Karri Rantasila & Lauri Ojala Discussion Paper 2012-4 OECD/ITF 2012 19

Transportation costs accounted for the biggest share of total costs at EUR 20.5billion, or 43 per cent, followed by warehousing (EUR 11.5 bn.) and inventory-carrying(EUR 9.7 bn.) costs. The total expenditure on administrative and management/planning

costs was close to five billion euro. (De Logistieke Kracht van Nederland 2009, 23)

3.1.9.

Logistics Report Thailand

The Office of the National Economic and Social Development Board (NESDB) inThailand has developed a model and database that has given an official account ofThailands logistics since 2003. According to the latest report, published in 2009, thevalue of total logistics costs in 2008 was equivalent to 18.6 per cent of GDP (1.7 trillionBaht). Three cost components are identified: transportation, inventory holding andlogistics administration. The development of costs per component is depicted in Figure 16(Logistics Report 2007 Thailand, 1; Thailand Logistics Report 2008, 5)

3.1.10.

Macroeconomic logistics costs in the Republic of Korea

The Korea Transport Institute (KOTI) estimates macroeconomic logistics costs in theRepublic of Korea in terms of the following factors: transportation, inventory holding,packaging, stevedoring, information and administration. (KOTI 2010, 88-94) Figure 18gives a more detailed description of the components and data sources.

The latest report, published in 2010, estimates the total logistics costs for theRepublic of Korea in 2008 at 128.3 trillion Won (approximately EUR 69.6 bn.), whichaccounted for 12.5 per cent of the years GDP (KOTI 2010, 34). Figure 17 depicts thedevelopment of logistics costs in Korea as a percentage of DGP with the respective cost

structure.

3.1.11.Logistics and trade competitiveness in Morocco

La Logistique du Commerce et la Comptitivit du Maroc 2006 was a result of thecooperation between The World Bank and the Ministry of Transportation in Morocco. Thestudy is based on previous research results, national statistics, national accounts, anddiscussions with actors in various industries, governmental bodies and both export andimport organizations. An analysis was conducted in industries that are important forMoroccos economy, namely the automotive, electronics, textile and fruit/groceryindustries. (La Logistique du Commerce et la Comptitivit du Maroc 2006, 5-6; 111)

The total logistics costs in Morocco were approximately 20 per cent of GDP. The costcomponents are categorized in accordance with the fourfold table discussed in Chapter2.4,which differentiates between direct and indirect costs, as well as between productionand overhead costs. (La Logistique du Commerce et la Comptitivit du Maroc 2006, 5;19-20)

3.1.12.

Macro-level logistics in Sweden

The aim of this study was to create a tool for measuring macro-level logistics basedon national statistics. (Elger, Lundquist and Olander 2008, 7-9) The cost components aregrouped in four categories: direct transportation, warehousing, inventory carrying andadministration. Direct transportation costs comprise the summed costs of internally

produced and bought (external) activities. Inventory-carrying costs, on the other hand,
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include interest of 25 per cent of the inventory value combined with warehousing costs,meaning the costs of warehousing premises and other costs related to them.

Administration costs comprise personnel and other overhead costs related to logistics

activities. (Elger et al. 2008, 17; 19-23)

The absolute cost of logistics in 2005 was SEK 233.3 bn. (EUR 25.7 bn.), of whichinventory-carrying costs accounted for the major share (Table 6). Transportation costsincreased most between the years 1997 and 2005, reaching SEK 85.5 bn. in 2005.

3.1.13.Summary

Figure 4 shows the results of selected statistics-based studies. The geographicalcoverage of the study in question, as well as the year to which the data applies isindicated in each case.

Figure 4. Levels of Logistics Costs in Statistics-based Studiesas a Percentage of GDP (* % of sales)

Sources: for references, see the Bibliography

As Figure 4 illustrates, the level of logistics costs varies rather widely among thestudies conducted in different geographical areas. There also seems to be, as expected, agap between Western economies and developing countries.

Table 1 specifies the cost components used in each study, and highlights some otheraspects of logistics costs that came to light during the literature review. The results arepresented in order of the year of publication.


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The table indicates whether the coverage is sole country (S) or multi-country (M),whether the cost components are broken down, and the year of the study. Furthermore,the level of logistics costs (also indicated with respect to the industry if possible), and the

measurement scale (percentage of turnover or sales, or percentage of GDP) are quoted.The company-size classification applied and the areas covered are indicated at thebottom of the table.

Table 1. A Summary of Statistics-based Logistics Studies

Study(year of publication)

S-Africa(2011)

CSCMP(2011)

CFLP(2011)

Switzerland

(2011)

Korea(2010)

Nederlands

(2009)

Thailand(2009)

Canada(2008)

KPMG

(2008)

Klaus(2010)

Morocco(2006)

Vinnova(2005)

C

OUNT

Scope (Multi/Singlecountry) S S S S S S S M S M S S

Cost componentsTransportation 11Administration 10Inventory carrying 9Warehousing 7Cargo handling 3Transport pack. 3Communication 1Customer service 1Documentation 1Equipment 1Information 1Insurance 1Internal logistics costs 1Internal services 1Obsolescence 1Outsourced logisticscosts

1

Order processing 1Other logistics 1Plan/management 1R&D 1Shipper related 1

Industry classificationManufacturing 6.13Trade 3.13Total costs

Time series (publications)

-19901991-19951996-20002001-2005200620072008200920102011

Scale of measurement and logistics cost in the most recent study% of sales/turnover 3.6% of GDP 13.5 8.3 17.8 6.5 12.5 18.6 18 20 9.08Absolute costs(bn. euro)

36.5 828 805 28.7 69.9 46 42.3 370 930 25.7


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3.2. Questionnaire-based surveys

3.2.1.

The Davis Logistics Cost and Service Database

The Davis Database is an on-going web-survey that allows firms to benchmark thelevels of their logistics costs and services. Collecting data via an open web-basedquestionnaire may initially seem to be an unreliable method, but the questionnaire formis well structured, and the logistics cost components in particular are definedcomprehensively. Respondents are asked to give the costs for primary and secondarytransportation separately. Inventory-carrying costs are calculated by multiplying theaverage inventory of the previous fiscal year by 0.18. However, even if the coverage ofthe survey is theoretically global, most respondents are located in developed countries,mainly the United States. (Davis Logistics Cost and Service Database; Davis DatabasePresentation 2009, 2; Davis Database Presentation 2010, 2)

The Davis Database reports costs as a percentage of sales, broken down on fivelevels. Total logistics costs of the average company in 2010 were 8.28 per cent of sales(8.48% in 2009 and 9.28% in 2008). The five cost components are: transportation,warehousing, inventory carrying, customer service/order entry and administration. Figure19 gives the average company costs per component in the three most recent studies.(Davis Database Presentation 2009, 6; Davis Database Presentation 2010, 9)

3.2.2. GMA logistics surveys

The latest logistics surveys conducted by the Grocery Manufacturers Association(GMA) are based on the opinions of logistics executives in member firms (i.e. firms in the

grocery sector). The average total logistics costs declined from 6.9 per cent of sales in2008 to 6.75 per cent in 2010. The components utilized include outbound customertransportation costs, intra-company transportation costs, distribution-centre costs, otherlogistics costs and management/overhead costs (Figure 20). (The GMA Logistics Study2008, 5-11; The GMA 2010 Logistics Benchmark Report, 9-10)

3.2.3.

Surveys of the European Logistics Association

The European Logistics Association (ELA) is a coalition of 30 national organizationscovering most countries in Western and Central Europe (ELA homepage, About us).Logistics costs have decreased significantly from 12.1 per cent of sales (1987) to 7.3 percent (2008). The decreasing trend seems to be stabilizing, and in recent years the cost of

some components has even started to increase (Figure 21). (Supply-Chain-Excellence inder globalen Wirtschaftskrise 2009)

3.2.4.

Trends and Strategies in Logistics

Straube and Pfohl (2008) collected data from 897 German-based and 155 EU-basedfirms for their book Trends and Strategies in Logistics. They identified six costcomponents: administration, value-added services, packaging, transport, inventorycarrying and warehousing. (Straube & Pfohl 2008, 46-49)


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Total logistics costs rose by 0.5 per cent (from 6.5% to 7.0%) between 2005 and2008 in the industrial sector, whereas in the trading sector they fell from 17.0 to 15.9per cent (Figure 22). (Straube & Pfohl 2008, 46-49)

3.2.5. The State of Logistics in the Baltic Sea Region

The State of Logistics in the Baltic Sea Region survey was part of the LogOn Balticproject, which was an initiative funded by the European Regional Development Fund. Thetotal number of respondents in this survey-based study, published in 2007, was 1,234,which made it the largest available database in the region. (Ojala et al. 2007, 17-21)

Logistics costs were assessed for manufacturing and trading firms, broken down intofive components: transportation, warehousing, inventory carrying, administration and allother logistics-related costs. Total costs, covering manufacturing and trading firms in allareas, varied from 16 (micro firms) to 11 (large firms) per cent of turnover (Figure 23).(Ojala et al. 2007, 35-37)

3.2.6. The SCI Verkehr Logistikbarometer, Germany

SCI Verkehr, an independent consultancy company focused on traffic economy andtraffic engineering, publishes a monthly logistics barometer that analyses certain logisticsindicators chosen by 200 managers in the transport and logistics sector (SCI VerkehrLogistikbarometer November 2009, 5; SCI Verkehr website). Even though the barometerdoes not directly identify the different elements or disclose the figures, it indicates thecurrent trends in cost development (Figure 24).

3.2.7.

Finland State of Logistics surveys

The Finland State of Logistics 2010 survey continues the series of Finnish surveyspublished in 1993, 1997, 2001, 2006 and 2009. With 1,812 respondents to the on-linequestionnaire, this is the most comprehensive database in the world. (Solakivi et al.2010, 3)

The six cost groups were derived from the fourfold systemization of logistics table:transportation, warehousing, inventory-carrying, administration, transport-packaging andother logistics-related costs. The latest edition, to be published in May 2012, includespackaging and transport costs. There was a decrease in total logistics costs in 2010compared with previous reports (Figure 25). (Solakivi et al. 2010; 74)

3.2.8.

The Institute of Transport Economics, Norway survey

The Institute of Transport Economics of Norway conducted a survey of logistics costsin Norwegian manufacturing and trade during the autumn of 2008, based on 525responses. On average, logistics costs constituted 14.2 per cent of turnover in 2007,corresponding to 14.7 per cent of Norwegian mainland GDP. (Hovi & Hansen 2010, i;Hansen & Hovi 2010, 2) The seven-component cost distribution per industry employed inthe study is presented in Figure 26.


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3.2.14.Summary

Figure 5 and Table 2 summarise the questionnaire-based surveys reviewed above.The numerical values in Figure 5 stand for total logistics costs as a percentage of sales orturnover in the different countries. The year quoted indicates the year of the datacollection rather than the year of publication.

Figure 5. The Levels of Total Logistics Costs in Single-country Surveys as apercentage of GDP

* as a percentage of sales

As the figure indicates, questionnaire-based surveys are very common in Westerncountries, and single-country studies seem to report higher levels of logistics costs thanmulti-country studies.


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Table 2. A Summary of Questionnaire-based Surveys

Study(year of publication)

SCI(2011

)

Davis

(2010)

Finland

(2010)

GMA(201

0)

TI(2010

)

ELA(2009

)

Aslog(200

9)

Straube

(2008)

Colombia

(2008)

Japan

(2007)

Baltic

(2007)

TF

2003

(ind.)

TF2003

(ret.)

COUNT

Scope (Multi/Singlecountry)

S M S M S M S M S S M S S

Cost componentsTransportation 12Warehousing 12Administration 11Inventory carrying 7Other logistics 5Transport pack. 3Insurance 2Obsolescence 2

Customer serv./orderentry

2

Cost of capital 1Distribution centres 1Management/overhead 1

Industry classificationManufacturing 7 15.3Trade 15.9 13.7Total costs

Time series-19901991-19951996-20002001-2005

200620072008200920102011

Scale of measurement and logistics cost in the most recent study% of sales/turnover 8.3 11.9 6.75 14.2 6.1 11.9 12.5 14.5 9.1 9.2% of GDP 8.7 14.7 8.9Absolute costs (bn.euro)

25.4 32 279 28.8

Table 2 shows some essential aspects of the reviewed questionnaire-based studies,such as the coverage (multi country / single country; M/S), the cost components and the

year of publication. The table also indicates the level of logistics costs, the measurementscale, recent trends, future expectations and study area.

3.3. Case and Other Studies

This subchapter lists studies that apply a case-study approach and those in whichthe method is not disclosed. Case studies are primarily used in countries in whichinsufficient statistical data is available or the environment is otherwise unfavourable interms of collecting data, which is often the case in low-income countries. These studiesvary a great deal in relevance and comparability, therefore only some of them arediscussed below.


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The World Bank publishes numerous case studies. Most World Bank reports onlogistics group costs in three categories (see e.g., World Bank report 1/2006, 19; WorldBank report 2/2007, 6; Gonzalez, Guasch, & Serebrisky, 2008, 8):

1) Transaction costs (related to transport and trade, the processing of permits,customs and standards);

2) Financial costs (inventory, storage, security) and;3) Non-financial costs (insurance).

Arvis, Raballand and Marteau (2007) propose a different grouping (transportationcosts, other logistics costs and delay-hedging costs), mainly because their studyexamines logistics costs in landlocked countries (Arvis, Raballand & Marteau 2007, 15-16). The results of various World Bank studies are presented in Figure 30, Figure 31, andTable 7.

Other organizations that have conducted case studies on logistics costs include thefollowing:

The Logistics Report 2011 UK was published by the Freight TransportAssociation (FTA) United Kingdom. The report employs data acquired from severaldifferent sources (e.g., the FTA Logistics Industry Survey 2010/11) and allocatescosts to four key areas: wages, vehicle operation, warehousing and haulage. (TheLogistics Report 2011 UK, 6-7)

A case study conducted by the Ministry of Transport in New Zealand,according to which national logistics costs represent around 8.4 per cent of the totalturnover in firms (weighted average). Total costs are categorised as direct

transportation costs (international/domestic movements, mode interchanges),indirect transportation costs (port charges, customs/bio-security, insurance) andother costs (packaging, warehousing, inventory holding, stock wastage,administration and information systems). (Ministry of Transport in New Zealand2010, 2-21)

Cambodian Institute for Cooperation and Peace surveyed logistics costs andtime spent in 20 exporting firms. The findings indicate that costs are still very high.(Sotharith & Vannarith 2010, 84)

SMEs in Mexico: Campos-Garcia et al. adopted a local SME perspective onlogistics costs in their case study of 99 SMEs located in Queretaro, Mexico.According to the analysis, the mean percentage of total costs in the sample was21.94. (Campos-Garcia, Garcia-Vidales & Gonzalez-Gomez 2010, 1245-1250)

The Barometer of logistics costs in Catalonia, Spain, continuously measuresdevelopments in terms of the weighted average costs of 1) staff (includingpersonnel, social costs, operations, administration and temporary employees), 2)storage (costs associated with running the warehouse), 3) transport (includingoutsourced activities) and 4) other costs (all logistics-related costs not otherwisementioned). (Catalonia Logistics Barometer methodology, 1)


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Voice of the Customer study in 2009, conducted by Frost & Sullivan, exploresthe state of logistics service providers in four ASEAN countries Thailand, Malaysia,Indonesia and Singapore. According to the results, the cost of logistics as a

percentage of total sales is lowest in Singapore (approximately 8%) and highest inIndonesia (19%). (Frost & Sullivan 2009)

Logistics costs in the ASEAN region (Brunei, Cambodia, Indonesia, Lao PDR,Malaysia, Myanmar, the Philippines, Singapore, Thailand and Vietnam: Banomyong,Cook & Kent (2008, 360-362). The study is based on seven questionnaires relatedto logistics activities in customs, ports and maritime transport, rail-, inlandwaterway- and air transport as well as logistics services.

The Pakistan Logistics Cost Study was conducted in 2006, and reports adecrease in average costs from 11.01 (1996) to 6.11 per cent of turnover.(Pakistan Logistics Cost Study 2006, 2)

Irelands National Institute for Transport and Logistics conducted a smallsurvey on logistics costs among Irish firms. From the sample of 20 companyrepresentatives, 58 per cent reported that they did not know their total supply-chain costs. However, those who had made the calculations suggested an average34 per cent of turnover (warehousing costs were, on average, 5.1%). (Smith &Huber 2005, 15-19)

Logistics costs in the Wielkopolska region of Polandin 2003 was the subjectof a study conducted by Wajszczuk & Wielicki (2004) among four local enterprisesconsisting of three-to-five-unit farms. The authors delineate three main costcategories: the physical flow of material, inventory costs and the cost of

information processing, all quoted as absolute costs per hectare. (Wajszczuk &Wielicki 2004, 196-200)

Ghana Ministry of Healthestimated logistics costs in their system for 1999. Thedata was based on interviews, as well as inventory records and accounting reports.The costs were divided among three functions: procurement (7%), storage (73%)and transportation (20%). (Huff-Rouselle, Raja 2002, 5-6)

Indian Logistics Industry Insight(2007) reports Indian logistics costs in 2005-2006 as RMB 4,226 billion (approximately EUR 443 bn.), which represents 13 percent of its GDP. Six cost components are identified in the study: transportation(35% of total costs), inventories (25%), losses (14%), packaging (11%), handlingand warehousing (9%) and customers shopping (6%). (Indian Logistics IndustryInsight Aviation 2007, 14)

Logistics indicators were in focus in research conducted by Hausman, Lee,and Subramanian (2005), who used global indicators from 80 economies tocreate a three-stage estimation process in order to develop a single logistics index.The model includes four cost components: transportation (shipping), trade-relatedcosts (processing, customs clearance, and port operations and the like), in-transitinventory-holding costs, and safety-stock inventory-holding costs. (Hausman et. al.2005, 1-4; 19-21)


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3.4. A summary of macro logistics-costs surveys

Figure 6 positions all the studies discussed in Chapter 3 along three dimensions:theme, methodology and coverage. The numbered order of the studies follows the orderof publication in the respective methodological group. The figure summarises all the costcomponents identified in previous research.

As Figure 6 shows, logistics costs are usually studied in single countries (92.5%).Moreover, more than half (60%) of them are multi-theme studies. Around 30 per cent ofthe studies employed the survey method, 23 per cent are statistics-based, and 47 percent adopt the case-study or some other approach. However, it should be noted thatsurvey and statistics-based methods tend to be more reliable if they are applicable.Surveys usually address multiple themes, which is logical given that several differentthemes can be covered in the same survey with very little additional work. In conclusion,

it could be said that the most popular macro-level type of logistics survey is the multi-theme single-country study. Table 3 below lists the reviewed surveys and statistics-basedstudies according to the year of publication in order to give some idea of their frequency.Case and other studies are excluded at this point because they are conducted at onepoint in time.

Table 3. Timelines of questionnaire-based surveys and statistics-based studies(excluding case and other studies)

* before 1995

Questionnaire-based

surveys

Study 95 96 97 98 99 00 01 02 03 04 05 06 07 08 09 10 11

Davis*Finland*SCIGMATIELANorwayAslogStraubeColombiaPwCJapanTF

SUM 2 2 3 2 2 2 3 2 5 4 5 5 5 6 6 5 2

Statisticsbased

CSCMP*S-AfricaSwitzerlan

d

CFLPNederlandThailandCanadaKoreaKPMGKlausMoroccoVinnova

SUM 1 1 1 1 1 1 1 1 1 2 3 5 6 6 6 4 5

TOTAL SUM 3 3 4 3 3 3 4 3 6 6 8 10

11

12

12 9 7


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Figure 6. Positioning Logistics Studies in Accordance with the Methodology,Coverage and Theme


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The table lists studies published after 1995, even though some (i.e. Davis Database,Finland State of Logistics survey, and the CSCMP State of Logistics study) predate 1995.The number of studies has increased significantly since that year, as illustrated in Figure

7.

The upward trend reflects the growing interest in macro logistics costs. According tothe trend lines by the methodology applied, the number of statistics-based studies hasincreased more than that of case studies and surveys. Furthermore, the total number ofpublished studies rose sharply between 2003 and 2008.

Figure 7. Numbers of Studies on Logistics Costs Published since 1990

0

2

4

6

8

10

12

14

16

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

Surveys Statistics based Case and other studies

Total Expon. (Total)

o.

ofstudies


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Finally, Figure 8 shows the geographical distribution of the reviewed studies, whichare placed on the LPI world map in order to pinpoint the countries in which they wereconducted.

Figure 8. Published Studies in World Map and LPI Performance

Source: map: Arvis, Mustra, Panzer, Ojala & Naula 2007)

There is a clear relationship between the LPI ranking and the areas in which thestudies are undertaken. This may indicate that countries with a high interest in logisticscosts also achieve high LPI scores. Naturally, however, the LPI ranking tends to be higherin developed countries, which can devote more resources to conducting studies. This alsoreflects, on some level, the importance of the research in terms of maintaining logisticsefficiency.

One can thus conclude that, in general, research on logistics costs is stronglyconcentrated in developed countries, at least as far as surveys and statistics-basedstudies are concerned. Most of the case studies and other investigations conducted indeveloping countries are funded and initiated by organizations such as The World BankGroup. Europe and North America are powerhouses of research, and the Nordic countriesin particular have excelled in their efforts. One difference between European and North-American studies is that surveys are favoured in Europe, whereas North-Americanstudies tend to be statistics-based.

radanovic-jovic 17 str. measurement of national-level logistics costs and performance-2012 ii dio

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