Department for Transport. Transport, Wider Economic Benefits, and Impacts on GDP

Size: px
Start display at page:

Download "Department for Transport. Transport, Wider Economic Benefits, and Impacts on GDP"

Transcription

1 Deparmen for Transpor Transpor, Wider Economic Benefis, and Impacs on GDP Discussion Paper July 2005

2 Transpor, Wider Economic Benefis and Impacs on GDP Execuive Summary: 3 Chaper 1: Inroducion 11 Chaper 2: Wider economic benefis Wha are wider economic benefis? Wha effecs canno be included as wider economic benefis? 16 Chaper 3: Esimaing he wider economic benefis Agglomeraion economies (WB1) 19 Overview 19 Descripion of he effec 20 How o esimae agglomeraion effecs 21 Daa and parameers o be used Increased compeiion as a resul of beer ranspor (WB2) 23 Overview 23 Descripion of he effec Increased oupu in imperfecly-compeiive markes (WB3) 25 Overview 25 Descripion of he effec 26 Calculaion of adjusmen o appraisal 26 Parameers o be used Economic welfare benefis arising from improved labour supply (WB4) 27 Descripion of he effec 28 Calculaion of wider benefi 30 Chaper 4: The impac of ranspor on GDP 31 Chaper 5: Overlaps wih curren appraisal procedures 33 Agglomeraion and business ime savings 33 Agglomeraion and imperfec compeiion 33 Exchequer consequences of increased GDP 34 Chaper 6: Concluding remarks 35 Annex: 1 Annex: 2 Annex: 3 Annex: 4 Annex: 5 Theory and evidence 36 Sep by sep guide o calculaing he effecs 55 Tools for forecasing impacs on empoloymen locaion 63 References 65 Glossary 67 2

3 Execuive Summary 1. Transpor invesmens can, and generally do, affec he economy. They can in paricular affec he locaion and paern of economic aciviy, and be used o reduce regional dispariies. 2. Transpor projecs are appraised in a susainable developmen framework: all projecs mus se ou heir environmenal, economic, safey, accessibiliy and inegraion effecs. Appraisals esimae he social welfare benefis and coss 1 of a scheme, relaive o a 'do nohing' scenario. These welfare effecs include journey ime savings and reliabiliy, and environmenal and oher facors. The NATA requires assessmen of he following environmenal effecs: noise; local air qualiy; greenhouse gases; landscape; ownscape; heriage of hisoric resources; biodiversiy; waer environmen; physical finess; and journey ambience. 3. Appraisal guidance and pracice has been developed over a long period, and coninues o evolve. This paper is par of ha evoluion. I focuses on he presence and scale of "wider economic benefis" (which can be posiive or negaive). These wider benefis conribue o he impac of ranspor on produciviy and GDP, and are caused by he exisence of marke imperfecions 2 in ranspor-using indusries. These imperfecions mean ha he values individuals place on impacs may differ from hose placed on i by sociey. Appraisal seeks o include all benefis and coss, and so should in principle include he bes esimaes of all wider benefis (or coss) including hose arising because markes are imperfec. 4. One assumpion in curren, convenional appraisal is ha he welfare benefi from being able o arrive a a desinaion more quickly is equal o he value of he ravel ime saved (and he "rule of a half" applies o generaed or suppressed rips). This assumpion is generally a good firs approximaion; and works perfecly if here are no marke imperfecions. Bu as markes are imperfec in he real world, i is necessary o allow for he effecs of hese imperfecions in order o arrive a a complee assessmen, in addiion o he convenionally-assessed value of ravel ime savings. This will help answer quesions such as, How much does he exclusion of wider benefis maer? Wha esimaes could be made o ry beer o incorporae wider benefis ino appraisal? 5. The purpose of his paper is o: - Se ou mehods for incorporaing in ranspor scheme appraisal he wider economic benefis ha are missing from curren appraisals. The paper idenifies he main influences on he scale of hese benefis; and ses ou mehods for calculaing hem for individual schemes (or packages of schemes); and 1 Welfare or social welfare is he oal well-being of sociey. I reflecs he uiliy of people wihin sociey. Alhough he level of welfare is impossible o measure, i is possible o assess changes resuling of a projec or policy. Cos-benefi analysis is based on assessmens of welfare benefis and coss. Some of hese impacs can be calculaed in moneary erms; ohers canno. 2 The glossary defines marke imperfecions. Paragraphs explains why i is marke imperfecions in ranspor-using indusries ha maer here, wih oher marke imperfecions (eg polluion, congesion) already capured in appraisals. 3

4 - Provide a mehod for calculaing he impac of ranspor schemes (or packages) on GDP, allowing for impacs on boh produciviy and employmen. This is essenially abou idenifying and showing specifically he impacs on GDP which are included in an appraisal clearly. Impacs on GDP canno be simply added o welfare effecs (his would be double couning). This paper accompanies he furher informaion being published, also in July 2005, on he Transpor Innovaion Fund. Paragraphs of ha documen are paricularly relevan. Furher informaion on process is on page 9 of his paper. Welfare and GDP 6. Many welfare gains from ranspor schemes are hemselves recorded as increases in GDP, bu some are no. And i is possible ha some impacs on GDP do no reflec increases in welfare. Raher confusingly, welfare benefis (where hey can be valued) and GDP are boh measured in s. The following Venn diagram shows his. Welfare Leisure and commuing ime savings Environmenal impacs Safey Social impacs Business ime and reliabiliy savings Compeiion effecs Agglomeraion Economic welfare benefis arising from improved labour supply (from commuing ime savings, including Exchequer benefis) GDP Labour marke effecs which do no add o welfare * I is imporan o be clear abou hese impacs. They are abou improving he valuaion of commuing ime savings, no including Exchequer impacs per se. See paragraph 10(iv). Wider economic benefis 7. The issues in paragraph 4 are no sraighforward. SACTRA (he Sanding Advisory Commiee on Trunk Road Assessmen) considered hem a lengh, and hey have been he subjec of much academic aenion. This paper builds on SACTRA's work; subsequen research by Dr Dan Graham, Prof Tony Venables and ohers 3 ; analysis of he agglomeraion impacs of Crossrail and of he scale of oher wider economic benefis; and analysis by DfT and ohers of he marke imperfecions involved. I reflecs discussions wih regional and local auhoriy sakeholders, academics and oher Governmen Deparmens. I is pu forward as a se of recommendaions on how bes o proceed given he curren sae of knowledge, wih a presumpion ha furher developmen will be needed. 3 Annex 4 liss he references. 4

5 8. There are some high-level messages from his work: (a) (b) (c) (d) Wider economic benefis are no always rivially small, so failing o incorporae hem risks disoring decisions beween ranspor schemes or beween programmes across governmen; Transpor appraisal already capures mos economic benefis and coss, including much of he impac ha ranspor has on welfare hrough GDP 4. I would be surprising if he wider economic benefis addressed in his paper (eiher individually or in combinaion) were even nearly as large as he impac on ime savings and reliabiliy. The wider economic benefis ha are missing from convenional appraisal reflec he main marke imperfecions: agglomeraion exernaliies, imperfec compeiion (spli in wo for he purpose of his paper) and he economic benefis of increased employmen and produciviy. I is possible, as SACTRA has observed, for a scheme o have negaive wider economic benefis (i.e. wider coss). However, posiive wider economic benefis are generally more likely: imperfec compeiion and he presence of axes boh imply posiive wider economic benefis for all schemes ha faciliae faser or more reliable journeys (on any mode), while agglomeraion effecs could go eiher way. 9. For each of he wider benefis in paragraph 8 (c), we describe: he effec; wha calculaion would be needed o esimae i; he parameers (elemens of he calculaion) ha migh be used for specific schemes, including how hese migh vary across schemes or locaions; and he evidence for our suggesed parameer values. 10. Our suggesed approach is as follows. Fuller descripions are in Chaper 3:. (i) The impac of he agglomeraion exernaliy will depend on he impac of he scheme on "effecive densiy" of employmen in affeced areas. Effecive densiy of employmen is a measure of he economic size of a locaion ha more effecively describes he level of agglomeraion in he area han would he level of employmen. This is because i no only considers he number of jobs in a locaion bu also akes accoun of he number of jobs in neighbouring areas. So ranspor improves effecive densiy of employmen by bringing jobs closer ogeher. However, ranspor can also cause employmen o relocae, so he overall impac of he agglomeraion exernaliy depends on in which places employmen is increased, and where i is reduced, as a resul of 4 For example, if a ranspor improvemen reduces he ime needed o make a paricular journey, and so faciliaes economic developmen a eiher end of he journey, ha should - if he forecass are correc - be included in appraisal already. I will be scored as a "ime saving" o he raveller, raher han a gain in employmen, wages or profis. The laer is a manifesaion of he ime saving, and i would be double-couning o include boh. Saving of business ime represens a produciviy gain, wheher i leads o exra produciviy for an exising aciviy (reducing prices or improving he produc) or increased business in a new locaion. 5

6 he scheme. There are wo effecs. One will always be posiive from a ranspor improvemen: he scheme will bring people and firms closer ogeher (in erms of he number of minues beween firms' locaions, even if no km 5 ). The oher could be posiive or negaive: posiive if i encourages increased employmen in ciies or clusers of economic aciviy, and negaive if i encourages he dispersion of economic aciviy. Schemes o improve journeys in ciies would herefore be expeced o have posiive agglomeraion benefis unless i srongly shifs aciviy from a sill larger ciy. On he oher hand, iner-urban road improvemens migh have posiive or negaive agglomeraion effecs (he firs effec posiive; he laer of eiher sign). Our suggesed formula is: wider benefi due o agglomeraion = (Elasiciy of oal produciviy wih respec o he densiy of employmen in an area) x (Change in he effecive densiy of employmen in he area due o he projec) x (GDP in he area) The effec mus be added over all areas, including areas from which "disagglomeraion" migh occur because employmen is moved from hose places. Agglomeraion effecs are discussed in more deail in secion 3.1. New research by Dr Dan Graham 6 helps wih he calculaion of hese effecs by providing esimaes of he elasiciy in he above equaion, and how i varies by local auhoriy and indusry 7. Tha will help show how hese agglomeraion effecs would vary by scheme and place. Alhough an effec ha is likely o be larger in big ciies, Graham s evidence shows ha here can be agglomeraion exernaliies also in less dense locaions. (ii) (iii) (iv) Our bes esimae of he impac of ranspor in improving compeiion is generally, perhaps cauiously, zero. This is largely because here is an exensive ranspor nework in he UK. Mos of he heoreical effecs apply where firms can make connecions ha were no previously available, and here will be very few examples of his. However, here is an impac from he presence of imperfec compeiion in ranspor-using indusries. Some such imperfecions are ineviable, even wih an acive compeiion policy, because of increasing reurns o scale or oher imperfecions. Our recommended esimae, using daa on price-cos margins, is ha, o reflec hese effecs, one-enh (or 10%) should be added o he value of business ime savings and changes o he reliabiliy of business ravel. The economic benefis of increased employmen and produciviy, arising from commuing ime savings, are an addiion o naional welfare. A presen our appraisals include he benefis o he individual commuer (in erms of 5 Effecive densiy is increased when people become closer in erms of minues ravelling disance; densiy is measured by people per square km. 6 Graham (2005), published oday on he DfT s websie 7 See able 2 for deails. More disaggregaed ables wih furher deails by indusry, local auhoriy and (if people wish o carry ou he analysis o his level of deail) ward are available from Lars Rognlien on or lars.rognlien@df.gsi.gov.uk 6

7 8, which in urn reflecs pos-ax wages and he value of leisure ime. The full welfare effec includes all he gain o sociey, wheher i accrues o he employee or is paid in axes o be used for public services. The former is capured already: he laer is no, in respec of hose commuers whose employmen or wages are affeced by he scheme. (iv) herefore ries o recify ha. I is reasonable o ask why he same ax effecs do no apply o business ime savings. This is because he value of business ime savings is based on he average wage, and already calculaed gross of ax, so he impac for business ime savings is already correcly recognised in appraisals. The calculaion of (iv) depends on he hree GDP effecs se ou in paragraph 15 (d). 11. The wider benefis are he sum of hese four effecs. As explained in Chaper 5:, we do no believe ha hey overlap. Effecs of ranspor schemes on GDP 12. Journey ime savings and increased reliabiliy for business ravel conribue o GDP. Boh appear already in appraisals - he former quaniaively, he laer qualiaively. 13. The impac of ranspor schemes on produciviy and GDP goes wider han hese. I includes he effecs lised in paragraph 15 and any GDP consequences of environmenal or social impacs. 14. There are four effecs, all of which are eiher usually already idenified in appraisal or necessary elemens of he calculaion of wider economic benefis. However, hey go beyond wha is currenly included in ranspor appraisals. 15. In brief, he effecs are: (a) Faser and more reliable journeys in he course of work represen a produciviy gain. Business ime savings herefore increase GDP as well as welfare - a firm values he welfare gain because of he commercial advanage and higher produciviy ha resuls. This GDP effec is herefore idenical o he welfare benefis o firms ha are already idenified in appraisal. (b) Agglomeraion effecs reflec increased produciviy amongs firms and herefore conribue o GDP o he same exen as hey do o welfare. 8 See Mackie e al (2003) 7

8 (c) The wo compeiion effecs (ie (ii) and (iii) in paragraph 8) likewise have he same effecs on GDP as welfare. (d) There are effecs in he labour marke ha may mean furher effecs of ranspor on GDP if ranspor direcly or indirecly causes an increase in labour supply. In his case GDP rises because ime savings (which are capured as welfare benefis in appraisal) have an impac on he labour supply decision of a few individuals. Bu for some of hese individuals, he welfare impac may in some cases be smaller han he GDP effec (since, for insance, joining he labour marke means he worker needs o give up valuable spare ime). We can separae hese labour marke impacs on GDP of beer ranspor as hree separae effecs; ha more people would be willing o ener he labour marke, workers would be willing o work longer hours and employmen could be relocaed from a lower produciviy area o a higher produciviy area. The las of hese effecs builds on evidence ha wages are higher in clusers of economic aciviy. This cerainly reflecs agglomeraion 9 ; i may also reflec differen effor associaed wih such jobs. The balance beween he clusering and effor effecs is no relevan o he calculaion of GDP impacs. We simply look a he difference in wages for whaever reason i arises. I is imporan o adjus for differences in skill levels and he ype of job o achieve a like-for-like comparison. Wages in inner London are abou 50% higher han in ouer London, bu analysis by Nera (2002) and Venables (2004) shows ha he wage differenial is 30% afer adjusing for skill and ype of job. The 30% is he relevan figure for he las benefi. 16. These calculaions involve analysis - such as he impac of a ranspor scheme on he locaion of jobs - ha involves a differen ype of modelling from hose usually used for appraising improvemens o ranspor, where he focus is on he impacs on ravel imes and demand. Assessmen of hese impacs for Crossrail 17. Neiher wider economic benefis nor GDP effecs have normally been idenified in ranspor appraisal. To illusrae how he analysis migh work in pracice we show below some illusraive analysis carried ou for one scheme (Crossrail). 18. The following able shows he economic welfare benefis from convenional appraisal and he esimaed wider economic benefis. The righ-hand column also idenifies he associaed GDP effecs. To simplify he presenaion we do no show in he able he esimaes of environmenal and social impacs. 9 This is addiional o he agglomeraion impac, as we have defined he effecs so as o avoid double-couning. The agglomeraion wider benefi is abou he exra agglomeraion exernaliy arising from a ranspor scheme. This impac includes he agglomeraion ha already exiss wihou he scheme, ie inra-marginal agglomeraion. 8

9 Welfare and GDP impacs of Crossrail Benefis Welfare GDP ( m) ( m) Business ime savings 4,847 4,847 Commuing ime savings 4,152 Leisure ime savings 3,833 Toal ranspor user benefis - convenional appraisal 12,832 Increase in labour force paricipaion 872 People working longer 0 Move o more producive jobs 10,772 Agglomeraion benefis 3,094 3,094 Increased compeiion 0 0 Imperfec compeiion Exchequer consequences of increased GDP 3,580 Addiional o convenional appraisal 7,159 Toal (excluding financing, social and environmenal coss and benefis) 19,991 20,069 Furher informaion 19. Chaper 3 provides, for each of he wider benefis, fuller informaion on: he effec; wha calculaion would be needed o esimae i; he parameers (elemens of he calculaion) ha migh be used for specific schemes, including how hese migh vary across schemes or locaions; and he evidence for our suggesed parameer values. 20. Chaper 4 does he same for he presenaion of an impac upon GDP. 21. Chaper 5 explains why we are confiden ha here are no overlaps: we are keen o avoid double-couning in appraisals. Tha is why we make clear ha he GDP and welfare impacs canno simply be added ogeher. Annex 1 provides furher deailed evidence and heory which describe, and underlie our suggesed parameer values, in suppor of he effecs. 22. Annex 2 provides a sep by sep guide for calculaing each of he impacs. 23. The wider economic benefis and GDP effecs are a newer mehodology, and are less robus, han he convenional appraisal. These impacs should be idenified separaely, herefore, so ha he convenional, wider economic and GDP effecs can all be seen. 24. The able used for Crossrail above provides a forma ha would enable his o happen. Oher schemes may have he same lis of welfare and GDP effecs, alhough he balance beween hem may of course vary. 9

10 Process 25. We propose o use he Transpor Innovaion Fund o es a new approach o: - capure more fully hose economic benefis missing from curren appraisal mehodology, and - measure he conribuion of schemes o GDP. 26. All poenial produciviy TIF schemes will be assessed for heir conribuion o wider economic benefis and GDP. Bidders o he congesion TIF are also invied o follow he approach se ou in his paper, which provides furher deails on how impacs on GDP can be esimaed, for hose pars of he packages ha do no involve demand managemen. 27. We are looking o incorporae hese wider economic benefis ino ranspor appraisal. These esimaes are he firs sep, in many cases, o idenify he broad scale of each of he effecs. The mehods have been developed principally o measure he produciviy benefis of infrasrucure invesmen (and using evidence from such schemes). Tha is why he mehodology is being esed on schemes ha may be included in he produciviy TIF. We are exploring he feasibiliy of developing hese mehods for he very differen ask of esimaing he produciviy benefis of road pricing schemes, and plan o provide guidance in due course. If you are doing work o develop your own hinking on his, we would encourage you o discuss i wih he Deparmen for Transpor. (NB: Paragraphs 26 and 27 were amended in January 2006 o reflec he accompanying TIF guidance.) 28. This paper is inended for discussion wih regional and local sakeholders, and wih academics. We would welcome commens on he approach, mehodology and esimaes; and how o improve hem. This is a developing research field, and he daa requiremens for perfec esimaes seem o be well beyond wha is available and ofen wha is likely o be available. Tha poins o producing he bes esimaes recognising ha effors on appraisal need o be proporionae. We are commied o coninued improvemen over ime. 10

11 Chaper 1: Inroducion 29. Transpor projecs are appraised (i.e. subjec o ex-ane assessmen) o assess heir economic, safey, environmenal, accessibiliy and inegraion effecs. The size of hese (welfare) benefis and coss affecs a scheme's value for money, how i performs compared o oher prioriies, and wheher i should be funded. 30. Appraisal guidance and pracice has been developed over a long period, and coninues o evolve. This noe is par of ha evoluion. 31. The laes guidance on ranspor appraisal is available a Recen developmens include: The inroducion in July 2003 of an Economic Impac Repor, o help scheme promoers and appraisers o esimae he number of addiional jobs in regeneraion areas and o include his explicily in he appraisal; Refinemens o he values of ravel ime savings; Iniial values for changes o unreliabiliy of road journeys, alhough hese are preliminary and he values are no ye ready for inclusion in appraisal guidance. Reliabiliy coninues o be included qualiaively in appraisals; Publicaion in December 2004 of inernal guidance on he assessmen of schemes' value for money; An ongoing programme of research, working wih Defra, DH and oher sakeholders, o assess and, where possible, value he impacs of environmenal damage, including on noise, local air polluion and climae change. 32. This paper is he nex one of hese developmens. I considers he presence, and scale, of wider economic benefis 10 no currenly included in appraisal 11. These are welfare effecs ha arise from marke imperfecions ha are no considered in convenional appraisals. 33. This paper also considers how ranspor conribues o GDP, which is he measure of naional economic oupu. The paper is concerned primarily wih aggregae, naional effecs on welfare and on GDP. Idenifying regional impacs is beyond he scope of his paper. Breaking he effecs down by region is sill of significan ineres, bu he ools for doing so are no ye well developed and his is an area for fuure developmen. 34. Transpor appraisal is based on he New Approach o Appraisal (NATA), which was developed by he Governmen in The economic componen of he NATA is spli ino ranspor economic efficiency (ime and cos savings) for consumers, 10 The paper uses wider benefis, wider economic benefis and wider welfare benefis inerchangeably. They effecs are always welfare effecs. We use he erm economic because hey are relaed o he economy. 11 Curren appraisal guidance describes "wider economic impacs" as he wider economic benefis discussed in his paper, as well as he value placed on addiional employmen in deprived areas. This paper does no change he inclusion of such regeneraion effecs, which should be se ou in an Economic Impac Repor. 11

12 business users and ranspor providers; reliabiliy; cos o public accouns (ypically he cos of he projec); and wider economic impacs (which in he NATA able is usually aken o mean regeneraion). 35. This paper ses ou o provide informaion, evidence and analysis o help improve he calculaion of he welfare benefis and coss under he economic heading. Time savings and reliabiliy are paricularly affeced. 36. In addiion, he impac on GDP is a key (bu no he only) ineres, especially when considering he economic crierion. Transpor appraisals currenly: Include some of he GDP effecs and produciviy gains (e.g. business ime savings); Bu do no include all he impacs on GDP; And include some effecs as economic 12, which do no change aggregae, naional GDP. 37. One of he purposes of his paper is, herefore, o faciliae he esimaion of he impacs of ranspor schemes on GDP. 38. The paper does no change he requiremen ha appraisals show he environmenal effecs of schemes. Environmenal consideraions mus be included; hey are an imporan par of he appraisal and of he decision-making process. The guidance for civil servans puing submissions o DfT Minisers abou invesmen decisions and choices, published las year, makes his explici: Value for money measures he benefis for each 1 of coss. I includes boh he benefis and coss ha can be couned in moneary erms (which can be described as a Benefi/Cos Raio) and oher non-moneised impacs such as regeneraion and environmenal impacs. 39. Curren NATA guidance, and curren pracice, is ha appraisals include he following environmenal impacs 13 : Noise; Local air qualiy; Greenhouse gases; Landscape; Townscape; Heriage of hisoric resources; Biodiversiy; Waer environmen; Physical finess; and 12 Because hey are welfare effecs ha are economic in naure: ime savings for leisure journeys (and, for differen reasons, regeneraion) are perhaps he mos obvious examples 13 Impacs on severance mus also be appraised. I s no included in his lis because i s under he NATA caegory of accessibiliy 12

13 Journey ambience 40. There are oher imporan consideraions which are no covered in his paper. The need for good and robus appraisal, he imporance of using he laes echniques, and making appropriae developmens in he generaed raffic and variable demand modelling, are examples. They are however no he subjec of his paper. 41. This paper mees he commimen o publish new appraisal guidance on he wider economic benefis of ranspor. Is analysis also informed he 'Sory So Far' and 'The Way Forward' in ODPM's 'Realising The Poenial Of All Our Regions' publicaions earlier his year. Also of relevance is he research commissioned by England's Regional Developmen Agencies on Surface Infrasrucure of Naional Economic Imporance (SINEI), which was published in January The Governmen wans appraisal o ake accoun of all relevan effecs. We propose o use he Transpor Innovaion Fund o es a new approach o measuring he conribuion of schemes o GDP and o capure in full hose benefis missing from curren appraisal mehodology. Furher deails on how we propose ha bidders o he TIF should do his are se ou in his paper. If successful, his new approach will be applied more widely o ranspor appraisal. We also invie scheme promoers o include in scheme appraisals he wider benefis which are specified in his noe (and o he exen ha his noe suggess). Such appraisals should sae explicily wheher wider benefis have been included, and wha esimae has been included and a deailed descripion of how he esimae has been arrived a, and why. For some of he wider welfare benefis and GDP impacs described in his paper, including hem in appraisal is a maer of simple adjusmens o curren pracice. For oher effecs, robus esimaes require considerably more effor. The deph of he analysis underaken should herefore be proporionae o he individual scheme. We would welcome views, based on evidence or experience, abou he ypes of schemes ha would be more likely o generae more significan wider benefis and for which exra aciviy here would be more likely o make a difference: ha could be he basis for furher advice on proporionaliy in his aspec of appraisal. 43. This noe, especially Secion 2, describes he wider benefis ha can be included, and hose ha canno. The esimaes and analysis will change, as he research and evidence base develops, and so guidance would be subjec o refinemen over ime. 13

14 Chaper 2: Wider economic benefis 44. SACTRA 14 looked in deph a he impacs of ranspor on he economy. This noe relies on, and builds on, he work of SACTRA and subsequen research and analysis Wha are wider economic benefis? Overview One par of he benefis delivered by ranspor improvemens is normally in he form of ime savings o ravellers. We value ime savings by measuring he willingness o pay for hem. For ravel ouside of work, his is he value ha ravellers pu on heir ime. For ravel in he course of work, his is he value he firm pus on heir employees' ime, ie he gross salary coss. These direc benefis o ranspor users are someimes ransferred o ohers. The ime savings o firms will lead hem o reduce prices and increase oupu - passing on benefis o hose who buy is producs. Time savings for commuers (and ohers) in an area migh make his area more aracive o live in - so benefis are passed on o house and land owners. In his way, ranspor's conribuion o economic developmen is a subse of he direc ime savings, reflecing he final incidence of he effecs raher han addiional effecs. This approach is largely, bu no always, complee. In some circumsances he benefis of ranspor exceed he direc ime savings o he ravellers or he firms hey work for. In such cases, he willingness o pay approach will no be an accurae esimae and will usually be an underesimae of he rue benefis o sociey. We have idenified four areas where here migh be such wider economic benefis of ranspor projecs. These areas are covered in urn in chaper The appraisal of ranspor projecs compares he expeced oucome where he scheme goes ahead wih he siuaion where i does no. The focus is on idenifying how he projec will impac on welfare. Welfare is a measure of well-being (or 'qualiy of life'). Measuring he welfare benefis of a projec provides a broader measure han GDP as i covers effecs (such as environmenal effecs and leisure ime savings) ha are no recorded in naional saisics as conribuing o naional oupu. 46. SACTRA noed ha where here are such marke imperfecions 15, ranspor appraisal will be likely o undersae or oversae he welfare impacs. The disincion was made beween marke imperfecions in ranspor secors and in ranspor-using 14 DETR (1999) 'Transpor and he Economy', SACTRA (Sanding Advisory Commiee on Trunk Road Assessmen) 15 Marke Imperfecions: "Economic heory predics ha all markes will 'normally' be perfec. Marke imperfecions are defined as marke condiions ha preven he realisaion of perfec compeiion. Such marke condiions include exernaliies and marke power eg where one or a few sellers (or buyers) can conrol he marke" 14

15 secors. Marke imperfecions in ranspor secors concern exernaliies 16 in he direc use of ranspor, such as congesion and emissions. The impacs a scheme can have on welfare by reducing or increasing hese exernaliies are already assessed in convenional appraisals. 47. Marke imperfecions in ranspor-using secors, however, could give rise o impacs on welfare beyond he ime savings o ranspor users. Such effecs are currenly no assessed in appraisals. This noe discusses wha hese effecs are and how hey can be quanified. 48. We should be clear abou he exen o which marke imperfecion is, or is no, aken ino accoun in convenional appraisal: The welfare gain from a ime saving is convenionally assumed o be equal o he value of ha ime. Tha is a good firs approximaion - and perfec in he absence of marke imperfecions. Bu wih marke imperfecions, he welfare impac of he ime saving can be more (e.g. miigaing imperfec compeiion) or poenially less (e.g. loss of agglomeraion benefis for a scheme ha encourages dispersion) han is value o businesses or ravellers. These effecs lead o (posiive or negaive) wider economic benefis. In conras, forecass of raffic and public ranspor paronage should be based on esimaed behavioural responses o changes in generalised ranspor coss. These behavioural responses will be based on real-world daa, which reflecs a world wih marke imperfecions. (Improvemens o demand forecass are ouside he scope of his paper.) 49. There are a number of marke imperfecions which migh mean ha esimaes based on an assumpion of perfec compeiion may underesimae (or possibly overesimae) he welfare gain. These were described in paragraph 10. We define hese as, respecively, WB1, WB2, WB3 and WB Before we sar describing he differen effecs, i is useful o se ou wha wider economic benefis are, and why and in wha sense hey are addiional o he welfare effecs capured in curren appraisal. The res of Chaper 2 does so. 51. The Deparmen for Transpor's exising guidance on projec appraisal aims o idenify and value all welfare benefis and coss arising from he scheme. Some, bu no all, welfare impacs can be pu in moneary erms. These moneised impacs are measured by sum of individuals' willingness o pay 17 for hem. 52. This mehodology is correc under he assumpion of perfec compeiion in ranspor using markes. This means, for example, ha if a ranspor improvemen in a ciy, makes ranspor-using firms here more compeiive, all benefis arising from his are capured in he ime savings. This is rue even if he firm as a resul earns a higher 16 Exernaliies: "Coss or benefis ha do no fall on hose individuals or agencies whose choices have caused hem, bu on oher individuals or on sociey as a whole. Examples include polluion and congesion. Exernaliies are one form of marke imperfecion." 17 Willingness o Pay: "The highes amoun of money an individual, or a group of individuals, is willing o pay for somehing. A concep ofen used o value non-pecuniary coss and benefis in moneary erms. 15

16 profi, if hey pay heir workers more or if hey hire more workers. These are all second-round effecs ha are manifesaions of he iniial ime savings. To include hem as well as he ime savings would be double couning. 53. However, he guidance has been devised over some ime and is under coninuous developmen. As new evidence becomes available and as our undersanding of complex ineracions improves, he guidance is amended or augmened. 54. The assumpion of perfec compeiion is no always adequae. This paper addresses he 'wider economic benefis' ha may arise from broadening he analysis o allow for he four marke imperfecions lised in paragraph Appraisal guidance (Webag paras and 1.1.5) already defines wider economic impacs as: hose arising where compeiion is no perfec, plus he addiional value he governmen places on employmen in regeneraion areas, over and above he same amoun of employmen in oher places. 56. This documen addresses wider economic benefis from he former only. The laer impacs are capured separaely in he Economic Impac Repor (EIR) 18 and are no affeced by his guidance Wha effecs canno be included as wider economic benefis? 57. We have seen, from he Venn diagram, ha impacs on welfare canno simply be added o impacs on GDP. Tha would lead o double-couning. 58. We are concerned abou double-couning because of he advanages of including everyhing ha maers (wheher moneised or no) once and only once. Wihou ha, here is an unresolved concern ha somehing imporan is being missed or being included wice. Tha is a he hear of our boom-up approach here, saring wih he appraisal (for which here are echniques, some longsanding and some newer) and building in any missing benefis or coss. 59. The analysis in his paper shows ha we are capuring much of he economic effec already: business ime savings are a produciviy and GDP gain, bu i is presened in differen language. 60. Esimaes of wider benefis should no, in whole or in par, double-coun he effecs ha are already capured elsewhere in appraisal (see chaper 5 for a furher discussion of overlaps). This means for example ha effecs of ranspor on employmen should no iself be couned as a wider benefi as defined in his paper. Higher employmen may be a manifesaion of ime savings, and herefore capured wihin i, or a disribuional consideraion (e.g. employmen in regeneraion areas 19, which should be covered in 18 For furher informaion on Economic Impac Repors, see Webag ( 19 We believe he welfare impac of addiional employmen in regeneraion areas, leading o increased aggregae employmen, is capured already in he welfare consequences ha feaure as par of good appraisals including good esimaes of generaed raffic and ime savings. This is moivaed in par by a broad look a oal 16

17 Economic Impac Repors). Increased employmen a a naional, aggregae level may bring wider benefis in specific circumsances (see chaper 3.4). 61. More generally, for an effec o be included as a wider benefi i needs o be shown ha i adds o welfare (Chaper 4 discusses welfare vs GDP effecs). We wan o include he whole benefi o leisure ravellers alhough i does no necessarily affec GDP. Conversely, we do no wan o capure GDP effecs ha do no conribue o welfare. For insance, by joining he labour marke a person will increase her income and conribue o increasing GDP. Bu her welfare gain may well be lower han his if she has o spend more ime ravelling. Only he ne benefis are couned The following Venn diagram 20 illusraes he overlap beween welfare and GDP effecs. Welfare Leisure and commuing ime savings Environmenal impacs Safey Business ime and reliabiliy savings Agglomeraion Exchequer impacs* arising from improved labour supply (from commuing ime savings) Compeiion effecs GDP Labour marke effecs (excep hose capured in Exchequer consequences) * I is imporan o be clear abou hese impacs. They are abou improving he valuaion of commuing ime savings, no including Exchequer impacs per se. See paragraph 10(iv). employmen, and wha influences i, including considering he ineracion wih moneary policy. A demandinduced increase in employmen may shif employmen raher han increase i in oal. Wih higher demand, inflaionary pressure would be higher, oher hings equal. Tha in urn has implicaions, a he margin, for he operaion of moneary policy in he presence of he Bank of England s inflaion arge. Tha moivaes us o say ha demand-induced changes are disribuional, supply-side enhancemens aren. A source of furher informaion is ODPM's 3Rs guidance: hp:// 20 I is possible o have an alernaive depicion of his Venn diagram and consider GDP as a subse of welfare. In ha case, he welfare non-gdp consequences of employmen would need o be included oo. Whaever he shape of he Venn diagram, he elemens of welfare effecs and he elemens of GDP effecs would be unchanged. 17

18 63. The following able illusraes hese effecs in respec of Crossrail. The welfare effecs are called WB1-WB4 and he GDP effecs are GP1-GP6. Table 1: Summary of Crossrail's welfare and GDP impacs (Ne Presen Value, discouned over 60 years) Benefis Welfare GDP ( m) ( m) Business ime savings (also equal o GP6) 4,847 4,847 Commuing ime savings 4,152 Leisure imesavings 3,833 Toal ranspor user benefis - convenional appraisal 12,832 Increase in labour force paricipaion (GP1) 872 People working longer (GP2) 0 Move o more producive jobs (GP3) 10,772 Agglomeraion benefis (WB1, GP4) 3,094 3,094 Increased compeiion (WB2, par of GP5) 0 0 Imperfec compeiion (WB3, par of GP6) Exchequer consequences of increased GDP (WB4, which depends on GP1, GP2 & GP3) 3,580 Addiional o convenional appraisal 7,159 Toal (excluding financing, social and environmenal coss and benefis) 19,991 20, I is also essenial ha he differen elemens of he esimaes of wider economic benefis are muually exclusive. The paper herefore srives o define he elemens and proposed mehods of esimaion in such a way o avoid double-couning: all ne benefis (including wider benefis) should be included once and only once. 18

19 Chaper 3: Esimaing he wider economic benefis 65. Secions 3.1 o 3.4 cover in urn each of he wider economic impacs for which we propose adjusmens because, as a resul of marke imperfecions, welfare impacs are no he same as hose calculaed by convenional appraisal. For each, we: describe he impac (marke imperfecion) ha is being aken ino accoun se ou wha calculaion is needed o adjus he appraisal provide our suggesions for he bes parameer values o include in he calculaion, some of which will vary by he scheme or locaion 66. In addiion, annexes 1 and 2 cover he effecs in furher deail by seing ou he heory behind he effecs and describing he evidence on which we have based he parameers providing a sep-by-sep guide o calculaing he effec 67. In each case, we approach his from he perspecive of rying o improve he assessmen of welfare benefis in he appraisal process 68. Our approach here has been o ry o make he bes esimaes of wider benefis. Our general approach is ha his is an improvemen over he curren siuaion where hese benefis may be erroneously assumed o be zero or incorporaed in a non-ransparen way. 69. We would welcome commens on how o furher improve hese esimaes, wheher in erms of beer parameer values or beer mehodology. We would also welcome views as o how given he exising daa, or daa ha could be colleced and analysed during a scheme appraisal (or a research programme) hey could be made more accurae for individual schemes, regions and localiies Agglomeraion economies (WB1) Overview Economies of agglomeraion describe he produciviy benefis ha some firms derive from being locaed close o oher firms. This could be because proximiy o oher firms faciliaes more sharing of knowledge or because locaing close o oher firms means access o more suppliers and larger labour markes We see evidence of his when firms decide o locae in ciy cenres despie coss of labour, propery and ranspor ofen being higher here han elsewhere. In general, he larger he cluser is, he more producive is firms are. In a cluser of firms, herefore, each firm s produciviy depends on he locaion decisions of he oher firms. This is an example of a "posiive exernaliy" - when making i's decisions on where o locae, a firm would no consider he posiive effecs i's locaion has on nearby firms. Should rising ranspor coss lead one firm o relocae away from a cluser, he socieal impacs would exceed hose faced by he relocaing firm. In agglomeraed locaions herefore, we would need o capure 19

20 Such effecs need o be aken ino accoun - hey lead o real welfare and produciviy gains - bu will no be if we assume (as we usually do) ha he welfare gain from ime savings are equal o he ime savings valued a he privae value of ime - ie he value each firm places on hem.. Agglomeraion is herefore one of he marke imperfecions ha need o be aken ino accoun. We sugges here a formula and some parameer values o faciliae he esimaion of hese wider economic effecs. The calculaion depends on: - he ime and cos of ravel from and wihin clusered areas wih and wihou he scheme - he relocaion of employmen caused by he scheme - he elasiciy of produciviy wih respec o employmen densiy - he level of oupu in he agglomeraed secors While we expec he agglomeraion effec o be posiive in he areas ha see improvemens in ranspor, here could be negaive effecs in oher locaions if employmen is displaced. I is possible ha he overall effec could be negaive. The proposed calculaion will also capure such disagglomeraion effecs. Many of he parameers needed are provided in his paper and in Graham (2005). However, he change in employmen in agglomeraed and less agglomeraed areas will need o be esimaed alongside he appraisals (jus as ime savings have o be esimaed). We provide, or can provide, informaion o be placed alongside esimaes by locaion and (in broad erms) indusry secor. If, for example, indusry secor is unknown hen a more broad-brush approach can be adoped, e.g. ha employmen would change in line wih he curren secoral composiion of he area. Descripion of he effec 70. Labour coss, land rens, ranspor coss and oher prices are ofen higher in ciies han elsewhere. Despie his, ciies are normally very aracive o many firms. The explanaion mus be ha (a leas some) firms are more producive when hey are clusered. 71. Many firms are more producive in agglomeraions because in such locaions hey have access o larger produc, inpu and labour markes and herefore benefi from a greaer variey (as he firm is herefore likely o find inpus and workers ha sui he firm beer). They can also more easily benefi from he knowledge and echnology of oher firms. Research has also sressed he imporance of face o face conac in many business environmens. Evidence suppors all of his by showing ha, as a ciy grows and becomes denser, is firms become more producive. 72. There is an exernaliy here - we can expec firms o ake accoun of he produciviy difference in heir own locaion decision, bu hey will no ake accoun of he gains o 20

21 Lower ranspor coss effecively mean ha firms are closer ogeher. Firms do no consider he effec his have on oher firms han iself. As ime savings are couned a he value ha firms pu on hem, hey will reflec he privae raher han he social benefis. 74. Such effecs need o be aken ino accoun - hey lead o real welfare and produciviy gains - bu will no be if we assume (as we usually do) ha he welfare gain from ime savings are equal o he ime savings valued a he privae value of ime. Agglomeraion is herefore one of he marke imperfecions ha need o be aken ino accoun. 75. As wha maers for agglomeraion economies is proximiy o oher firms, workers and markes, sandard measures of size or densiy of an area, such as employmen in a ciy or per square kilomere, do no necessarily suffice. A beer measure would be one ha considers no only he employmen wihin an area, bu also he level of employmen in surrounding areas. We define he 'effecive densiy' of a locaion as he employmen in and surrounding he area, weighed by heir proximiy (in generalised cos) o he locaion. Defined in his way, effecive densiy of employmen is herefore a proxy for he facors ha cause clusered firms o be more producive. So if he effecive densiy of a cluser increases, many firms and workers become more producive. 76. The agglomeraion consequences of a ranspor scheme will be in wo pars, linked o he effecs on effecive densiy: Firms and workers in heir exising locaion will be closer o each oher and he locaion more accessible, as generalised coss fall firms and workers may relocae in response o he change in ranspor coss and hereby have furher effecs on densiy. 77. The firs effec undoubedly gives rise o increased effecive densiy. The resul of he second effec is ambiguous. Some firms and workers may now be araced o he area where ranspor is improved while oher may now find i possible o locae furher away (in miles) from heir suppliers, cliens, employees and employers - whils reaining he proximiy in minues. Alhough i appears highly likely ha he overall effec of a ranspor scheme on he effecive densiy of a cluser is posiive, consideraion mus be given o boh effecs. Annex 3 discusses ools ha could help on esimaing he laer. How o esimae agglomeraion effecs 78. These effecs occur where a ranspor projec affecs he cos of ravelling o, from or wihin one or more locaions of economic aciviy where here is evidence of agglomeraion (ie where he produciviy elasiciy daa referred o in annex 2 is differen from zero). A cluser can be a ciy, a own or perhaps an indusrial park. 21 This is in a similar way as wih congesion exernaliies. We expec a road user o consider he cos of congesion when deciding wheher or no o ravel by road, bu no o consider he coss o oher ravellers. 21

22 Where employmen is found o relocae because of he projec, he areas from where employmen is dislocaed mus also be included as sudy areas. 79. Evidence ha is currenly available on he direc relaionship beween ranspor invesmen and produciviy (see Annex 1 for an overview). I is beer suied o a wosage process. We herefore recommend using he concep of effecive densiy o spli he link beween ranspor and produciviy ino wo: (a) (b) he impac of ranspor upon effecive densiy and he impac of effecive densiy upon produciviy. 80. Effecive densiy should be calculaed for each area and year using a formula of he following ype: ED, j k E, k T, j, k Where E k = work-place based employmen T jk = generalised cos of ravel beween areas j and k. α = parameer signifies year 81. Concepually, he wider economic benefis from agglomeraion, which we have called "WB1", would hen be: WB1 = (Elasiciy of oal produciviy wih respec o he densiy of employmen in an area) x (Change in he effecive densiy of employmen in he area due o he projec) x (GDP in he area) 82. Summed across all affeced areas. 83. Or, as a formula (when calculaed for each successive year 22 ): WB1 i, j ElP i, j ED ED j j GDP i, j E i, j Where i represens indusries, j represens locaions, and ElP ij = Elasiciy of produciviy wih respec o effecive densiy (as measured by ED ij ) on indusry i in area j. ED j = Effecive densiy of employmen in area j (ΔED = change due o ranspor projec) GDP ij = GDP per worker in indusry i and area j. 22 This is he formula when calculaing he effec for every year, as was used for Crossrail. The calculaion needs o ake accoun of he compounding effec on GDP, ie he forecas GDP for any year would depend on he increase in effecive densiy in preceding years. The exac formula o use can be found in annex 2. If here is a need insead o model a sub-se of fuure years, raher han each year, he appropriae formula can be found in paragraphs The equaion in paragraphs 83 and 255 is a very close approximaion (echnically, i s a linear approximaion) of he one in paragraph

23 E ij = Work-place based employmen in indusry i and area j. 84. As usual, benefis would be added up over he period of he appraisal and he appropriae discoun rae applied. 85. Annex 1 discusses he heory and evidence of agglomeraion effecs in furher deail. Daa and parameers o be used 86. Evidence on he aggregae relaionship beween ciy densiy and produciviy end o be wihin he range of 0.04 o These esimaes will encompass some indusries wih sronger and many wih much weaker, if any, relaionships. Dr Dan Graham a Imperial College has produced UK-specific evidence of he relaionship beween effecive densiy and produciviy by secor. These esimaes give elasiciies of produciviy ha vary across secors and Local Auhoriy (from 0 in many indusries up o 0.3 in some secors). We recommend using hese elasiciies o predic he impacs of increased effecive densiies on he produciviy of separae secors. The evidence can be found in annex Change in generalised cos beween zones should be available for ranspor models used in he main scheme appraisal. 88. Oher daa needed include secoral GDP per worker for each zone. Sub-regional GDP per worker by secor can be derived from daa available from he ONS. Furher discussion of daa sources and a sep-by-sep analysis o calculaing he effec can be found in annex Increased compeiion as a resul of beer ranspor (WB2) Secion 3.3 looks a he wider economic benefi ha occurs when markes are no absoluely perfec, and willingness o pay is herefore no he full measure of value from a ime saving. Secion 3.2 looks a he wider benefi ha could possibly arise from a ranspor improvemen as beer ranspor can a leas in heory - break down elemens of monopoly or oligopoly. Overview The wo opposing forces ha drive firms o operae efficienly are he desire o increase profis ogeher wih he hrea of compeiion. Joinly hese forces drive firms o minimise coss, develop and deliver he producs consumers wan and doing so a he lowes possible price. Where compeiion, or he hrea of compeiion, is weak, firms will behave differenly. In paricular hey will end o sell o lile and a oo high a price (in he absence of regulaory or compeiion auhoriies). Tha is par of he raionale for compeiion auhoriies. I can be argued ha ranspor coss are a barrier o compeiion. Lower ranspor coss will exend he geographical "reach" of firms enabling hem o compee in 23 See Rosenhal and Srange (2004) and Venables (2004). 23

Chapter 1.6 Financial Management

Chapter 1.6 Financial Management Chaper 1.6 Financial Managemen Par I: Objecive ype quesions and answers 1. Simple pay back period is equal o: a) Raio of Firs cos/ne yearly savings b) Raio of Annual gross cash flow/capial cos n c) = (1

More information

Chapter 6: Business Valuation (Income Approach)

Chapter 6: Business Valuation (Income Approach) Chaper 6: Business Valuaion (Income Approach) Cash flow deerminaion is one of he mos criical elemens o a business valuaion. Everyhing may be secondary. If cash flow is high, hen he value is high; if he

More information

Morningstar Investor Return

Morningstar Investor Return Morningsar Invesor Reurn Morningsar Mehodology Paper Augus 31, 2010 2010 Morningsar, Inc. All righs reserved. The informaion in his documen is he propery of Morningsar, Inc. Reproducion or ranscripion

More information

Appendix D Flexibility Factor/Margin of Choice Desktop Research

Appendix D Flexibility Factor/Margin of Choice Desktop Research Appendix D Flexibiliy Facor/Margin of Choice Deskop Research Cheshire Eas Council Cheshire Eas Employmen Land Review Conens D1 Flexibiliy Facor/Margin of Choice Deskop Research 2 Final Ocober 2012 \\GLOBAL.ARUP.COM\EUROPE\MANCHESTER\JOBS\200000\223489-00\4

More information

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Profi Tes Modelling in Life Assurance Using Spreadshees PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Erik Alm Peer Millingon 2004 Profi Tes Modelling in Life Assurance Using Spreadshees

More information

4. International Parity Conditions

4. International Parity Conditions 4. Inernaional ariy ondiions 4.1 urchasing ower ariy he urchasing ower ariy ( heory is one of he early heories of exchange rae deerminaion. his heory is based on he concep ha he demand for a counry's currency

More information

Chapter 8: Regression with Lagged Explanatory Variables

Chapter 8: Regression with Lagged Explanatory Variables Chaper 8: Regression wih Lagged Explanaory Variables Time series daa: Y for =1,..,T End goal: Regression model relaing a dependen variable o explanaory variables. Wih ime series new issues arise: 1. One

More information

Performance Center Overview. Performance Center Overview 1

Performance Center Overview. Performance Center Overview 1 Performance Cener Overview Performance Cener Overview 1 ODJFS Performance Cener ce Cener New Performance Cener Model Performance Cener Projec Meeings Performance Cener Execuive Meeings Performance Cener

More information

Individual Health Insurance April 30, 2008 Pages 167-170

Individual Health Insurance April 30, 2008 Pages 167-170 Individual Healh Insurance April 30, 2008 Pages 167-170 We have received feedback ha his secion of he e is confusing because some of he defined noaion is inconsisen wih comparable life insurance reserve

More information

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation A Noe on Using he Svensson procedure o esimae he risk free rae in corporae valuaion By Sven Arnold, Alexander Lahmann and Bernhard Schwezler Ocober 2011 1. The risk free ineres rae in corporae valuaion

More information

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas The Greek financial crisis: growing imbalances and sovereign spreads Heaher D. Gibson, Sephan G. Hall and George S. Tavlas The enry The enry of Greece ino he Eurozone in 2001 produced a dividend in he

More information

The Grantor Retained Annuity Trust (GRAT)

The Grantor Retained Annuity Trust (GRAT) WEALTH ADVISORY Esae Planning Sraegies for closely-held, family businesses The Granor Reained Annuiy Trus (GRAT) An efficien wealh ransfer sraegy, paricularly in a low ineres rae environmen Family business

More information

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613.

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613. Graduae School of Business Adminisraion Universiy of Virginia UVA-F-38 Duraion and Convexiy he price of a bond is a funcion of he promised paymens and he marke required rae of reurn. Since he promised

More information

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR The firs experimenal publicaion, which summarised pas and expeced fuure developmen of basic economic indicaors, was published by he Minisry

More information

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Invesmen Managemen and Financial Innovaions, Volume 4, Issue 3, 7 33 DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Ahanasios

More information

Market Analysis and Models of Investment. Product Development and Whole Life Cycle Costing

Market Analysis and Models of Investment. Product Development and Whole Life Cycle Costing The Universiy of Liverpool School of Archiecure and Building Engineering WINDS PROJECT COURSE SYNTHESIS SECTION 3 UNIT 11 Marke Analysis and Models of Invesmen. Produc Developmen and Whole Life Cycle Cosing

More information

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments BALANCE OF PAYMENTS DATE: 2008-05-30 PUBLISHER: Balance of Paymens and Financial Markes (BFM) Lena Finn + 46 8 506 944 09, lena.finn@scb.se Camilla Bergeling +46 8 506 942 06, camilla.bergeling@scb.se

More information

Premium Income of Indian Life Insurance Industry

Premium Income of Indian Life Insurance Industry Premium Income of Indian Life Insurance Indusry A Toal Facor Produciviy Approach Ram Praap Sinha* Subsequen o he passage of he Insurance Regulaory and Developmen Auhoriy (IRDA) Ac, 1999, he life insurance

More information

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements Inroducion Chaper 14: Dynamic D-S dynamic model of aggregae and aggregae supply gives us more insigh ino how he economy works in he shor run. I is a simplified version of a DSGE model, used in cuing-edge

More information

Vector Autoregressions (VARs): Operational Perspectives

Vector Autoregressions (VARs): Operational Perspectives Vecor Auoregressions (VARs): Operaional Perspecives Primary Source: Sock, James H., and Mark W. Wason, Vecor Auoregressions, Journal of Economic Perspecives, Vol. 15 No. 4 (Fall 2001), 101-115. Macroeconomericians

More information

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES Mehme Nuri GÖMLEKSİZ Absrac Using educaion echnology in classes helps eachers realize a beer and more effecive learning. In his sudy 150 English eachers were

More information

Diagnostic Examination

Diagnostic Examination Diagnosic Examinaion TOPIC XV: ENGINEERING ECONOMICS TIME LIMIT: 45 MINUTES 1. Approximaely how many years will i ake o double an invesmen a a 6% effecive annual rae? (A) 10 yr (B) 12 yr (C) 15 yr (D)

More information

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand 36 Invesmen Managemen and Financial Innovaions, 4/4 Marke Liquidiy and he Impacs of he Compuerized Trading Sysem: Evidence from he Sock Exchange of Thailand Sorasar Sukcharoensin 1, Pariyada Srisopisawa,

More information

CHARGE AND DISCHARGE OF A CAPACITOR

CHARGE AND DISCHARGE OF A CAPACITOR REFERENCES RC Circuis: Elecrical Insrumens: Mos Inroducory Physics exs (e.g. A. Halliday and Resnick, Physics ; M. Sernheim and J. Kane, General Physics.) This Laboraory Manual: Commonly Used Insrumens:

More information

LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE:

LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE: LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE: 1. Inroducion and definiions 2. Insiuional Deails in Social Securiy 3. Social Securiy and Redisribuion 4. Jusificaion for Governmen

More information

WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS

WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS Shuzhen Xu Research Risk and Reliabiliy Area FM Global Norwood, Massachuses 262, USA David Fuller Engineering Sandards FM Global Norwood, Massachuses 262,

More information

The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of

The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of Prof. Harris Dellas Advanced Macroeconomics Winer 2001/01 The Real Business Cycle paradigm The RBC model emphasizes supply (echnology) disurbances as he main source of macroeconomic flucuaions in a world

More information

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith**

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith** Relaionships beween Sock Prices and Accouning Informaion: A Review of he Residual Income and Ohlson Models Sco Pirie* and Malcolm Smih** * Inernaional Graduae School of Managemen, Universiy of Souh Ausralia

More information

Usefulness of the Forward Curve in Forecasting Oil Prices

Usefulness of the Forward Curve in Forecasting Oil Prices Usefulness of he Forward Curve in Forecasing Oil Prices Akira Yanagisawa Leader Energy Demand, Supply and Forecas Analysis Group The Energy Daa and Modelling Cener Summary When people analyse oil prices,

More information

Strategic Optimization of a Transportation Distribution Network

Strategic Optimization of a Transportation Distribution Network Sraegic Opimizaion of a Transporaion Disribuion Nework K. John Sophabmixay, Sco J. Mason, Manuel D. Rossei Deparmen of Indusrial Engineering Universiy of Arkansas 4207 Bell Engineering Cener Fayeeville,

More information

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal Quarerly Repor on he Euro Area 3/202 II.. Deb reducion and fiscal mulipliers The deerioraion of public finances in he firs years of he crisis has led mos Member Saes o adop sizeable consolidaion packages.

More information

Debt Accumulation, Debt Reduction, and Debt Spillovers in Canada, 1974-98*

Debt Accumulation, Debt Reduction, and Debt Spillovers in Canada, 1974-98* Deb Accumulaion, Deb Reducion, and Deb Spillovers in Canada, 1974-98* Ron Kneebone Deparmen of Economics Universiy of Calgary John Leach Deparmen of Economics McMaser Universiy Ocober, 2000 Absrac Wha

More information

Why Did the Demand for Cash Decrease Recently in Korea?

Why Did the Demand for Cash Decrease Recently in Korea? Why Did he Demand for Cash Decrease Recenly in Korea? Byoung Hark Yoo Bank of Korea 26. 5 Absrac We explores why cash demand have decreased recenly in Korea. The raio of cash o consumpion fell o 4.7% in

More information

Cointegration: The Engle and Granger approach

Cointegration: The Engle and Granger approach Coinegraion: The Engle and Granger approach Inroducion Generally one would find mos of he economic variables o be non-saionary I(1) variables. Hence, any equilibrium heories ha involve hese variables require

More information

The naive method discussed in Lecture 1 uses the most recent observations to forecast future values. That is, Y ˆ t + 1

The naive method discussed in Lecture 1 uses the most recent observations to forecast future values. That is, Y ˆ t + 1 Business Condiions & Forecasing Exponenial Smoohing LECTURE 2 MOVING AVERAGES AND EXPONENTIAL SMOOTHING OVERVIEW This lecure inroduces ime-series smoohing forecasing mehods. Various models are discussed,

More information

Impact of scripless trading on business practices of Sub-brokers.

Impact of scripless trading on business practices of Sub-brokers. Impac of scripless rading on business pracices of Sub-brokers. For furher deails, please conac: Mr. T. Koshy Vice Presiden Naional Securiies Deposiory Ld. Tradeworld, 5 h Floor, Kamala Mills Compound,

More information

Chapter 7. Response of First-Order RL and RC Circuits

Chapter 7. Response of First-Order RL and RC Circuits Chaper 7. esponse of Firs-Order L and C Circuis 7.1. The Naural esponse of an L Circui 7.2. The Naural esponse of an C Circui 7.3. The ep esponse of L and C Circuis 7.4. A General oluion for ep and Naural

More information

Measuring macroeconomic volatility Applications to export revenue data, 1970-2005

Measuring macroeconomic volatility Applications to export revenue data, 1970-2005 FONDATION POUR LES ETUDES ET RERS LE DEVELOPPEMENT INTERNATIONAL Measuring macroeconomic volailiy Applicaions o expor revenue daa, 1970-005 by Joël Cariolle Policy brief no. 47 March 01 The FERDI is a

More information

Chapter 8 Student Lecture Notes 8-1

Chapter 8 Student Lecture Notes 8-1 Chaper Suden Lecure Noes - Chaper Goals QM: Business Saisics Chaper Analyzing and Forecasing -Series Daa Afer compleing his chaper, you should be able o: Idenify he componens presen in a ime series Develop

More information

Working paper No.3 Cyclically adjusting the public finances

Working paper No.3 Cyclically adjusting the public finances Working paper No.3 Cyclically adjusing he public finances Thora Helgadoir, Graeme Chamberlin, Pavandeep Dhami, Sephen Farringon and Joe Robins June 2012 Crown copyrigh 2012 You may re-use his informaion

More information

Capital Budgeting and Initial Cash Outlay (ICO) Uncertainty

Capital Budgeting and Initial Cash Outlay (ICO) Uncertainty Financial Decisions, Summer 006, Aricle Capial Budgeing and Iniial Cash Oulay (ICO) Uncerainy Michael C. Ehrhard and John M. Wachowicz, Jr. * * The Paul and Beverly Casagna Professor of Finance and Professor

More information

TSG-RAN Working Group 1 (Radio Layer 1) meeting #3 Nynashamn, Sweden 22 nd 26 th March 1999

TSG-RAN Working Group 1 (Radio Layer 1) meeting #3 Nynashamn, Sweden 22 nd 26 th March 1999 TSG-RAN Working Group 1 (Radio Layer 1) meeing #3 Nynashamn, Sweden 22 nd 26 h March 1999 RAN TSGW1#3(99)196 Agenda Iem: 9.1 Source: Tile: Documen for: Moorola Macro-diversiy for he PRACH Discussion/Decision

More information

LEASING VERSUSBUYING

LEASING VERSUSBUYING LEASNG VERSUSBUYNG Conribued by James D. Blum and LeRoy D. Brooks Assisan Professors of Business Adminisraion Deparmen of Business Adminisraion Universiy of Delaware Newark, Delaware The auhors discuss

More information

GoRA. For more information on genetics and on Rheumatoid Arthritis: Genetics of Rheumatoid Arthritis. Published work referred to in the results:

GoRA. For more information on genetics and on Rheumatoid Arthritis: Genetics of Rheumatoid Arthritis. Published work referred to in the results: For more informaion on geneics and on Rheumaoid Arhriis: Published work referred o in he resuls: The geneics revoluion and he assaul on rheumaoid arhriis. A review by Michael Seldin, Crisopher Amos, Ryk

More information

Markit Excess Return Credit Indices Guide for price based indices

Markit Excess Return Credit Indices Guide for price based indices Marki Excess Reurn Credi Indices Guide for price based indices Sepember 2011 Marki Excess Reurn Credi Indices Guide for price based indices Conens Inroducion...3 Index Calculaion Mehodology...4 Semi-annual

More information

Measuring the Effects of Exchange Rate Changes on Investment. in Australian Manufacturing Industry

Measuring the Effects of Exchange Rate Changes on Investment. in Australian Manufacturing Industry Measuring he Effecs of Exchange Rae Changes on Invesmen in Ausralian Manufacuring Indusry Robyn Swif Economics and Business Saisics Deparmen of Accouning, Finance and Economics Griffih Universiy Nahan

More information

Distributing Human Resources among Software Development Projects 1

Distributing Human Resources among Software Development Projects 1 Disribuing Human Resources among Sofware Developmen Proecs Macario Polo, María Dolores Maeos, Mario Piaini and rancisco Ruiz Summary This paper presens a mehod for esimaing he disribuion of human resources

More information

Monetary Policy & Real Estate Investment Trusts *

Monetary Policy & Real Estate Investment Trusts * Moneary Policy & Real Esae Invesmen Truss * Don Bredin, Universiy College Dublin, Gerard O Reilly, Cenral Bank and Financial Services Auhoriy of Ireland & Simon Sevenson, Cass Business School, Ciy Universiy

More information

One dictionary: Native language - English/English - native language or English - English

One dictionary: Native language - English/English - native language or English - English Faculy of Social Sciences School of Business Corporae Finance Examinaion December 03 English Dae: Monday 09 December, 03 Time: 4 hours/ 9:00-3:00 Toal number of pages including he cover page: 5 Toal number

More information

AP Calculus BC 2010 Scoring Guidelines

AP Calculus BC 2010 Scoring Guidelines AP Calculus BC Scoring Guidelines The College Board The College Board is a no-for-profi membership associaion whose mission is o connec sudens o college success and opporuniy. Founded in, he College Board

More information

Analysis of Pricing and Efficiency Control Strategy between Internet Retailer and Conventional Retailer

Analysis of Pricing and Efficiency Control Strategy between Internet Retailer and Conventional Retailer Recen Advances in Business Managemen and Markeing Analysis of Pricing and Efficiency Conrol Sraegy beween Inerne Reailer and Convenional Reailer HYUG RAE CHO 1, SUG MOO BAE and JOG HU PARK 3 Deparmen of

More information

Trends in TCP/IP Retransmissions and Resets

Trends in TCP/IP Retransmissions and Resets Trends in TCP/IP Reransmissions and Reses Absrac Concordia Chen, Mrunal Mangrulkar, Naomi Ramos, and Mahaswea Sarkar {cychen, mkulkarn, msarkar,naramos}@cs.ucsd.edu As he Inerne grows larger, measuring

More information

Supplementary Appendix for Depression Babies: Do Macroeconomic Experiences Affect Risk-Taking?

Supplementary Appendix for Depression Babies: Do Macroeconomic Experiences Affect Risk-Taking? Supplemenary Appendix for Depression Babies: Do Macroeconomic Experiences Affec Risk-Taking? Ulrike Malmendier UC Berkeley and NBER Sefan Nagel Sanford Universiy and NBER Sepember 2009 A. Deails on SCF

More information

PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II

PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II Lihuanian Mahemaical Journal, Vol. 51, No. 2, April, 2011, pp. 180 193 PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II Paul Embrechs and Marius Hofer 1 RiskLab, Deparmen of Mahemaics,

More information

Acceleration Lab Teacher s Guide

Acceleration Lab Teacher s Guide Acceleraion Lab Teacher s Guide Objecives:. Use graphs of disance vs. ime and velociy vs. ime o find acceleraion of a oy car.. Observe he relaionship beween he angle of an inclined plane and he acceleraion

More information

GUIDE GOVERNING SMI RISK CONTROL INDICES

GUIDE GOVERNING SMI RISK CONTROL INDICES GUIDE GOVERNING SMI RISK CONTROL IND ICES SIX Swiss Exchange Ld 04/2012 i C O N T E N T S 1. Index srucure... 1 1.1 Concep... 1 1.2 General principles... 1 1.3 Index Commission... 1 1.4 Review of index

More information

Capital budgeting techniques

Capital budgeting techniques Capial budgeing echniques A reading prepared by Pamela Peerson Drake O U T L I N E 1. Inroducion 2. Evaluaion echniques 3. Comparing echniques 4. Capial budgeing in pracice 5. Summary 1. Inroducion The

More information

Chapter Four: Methodology

Chapter Four: Methodology Chaper Four: Mehodology 1 Assessmen of isk Managemen Sraegy Comparing Is Cos of isks 1.1 Inroducion If we wan o choose a appropriae risk managemen sraegy, no only we should idenify he influence ha risks

More information

CALCULATION OF OMX TALLINN

CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN 1. OMX Tallinn index...3 2. Terms in use...3 3. Comuaion rules of OMX Tallinn...3 3.1. Oening, real-ime and closing value of he Index...3 3.2. Index

More information

Can Individual Investors Use Technical Trading Rules to Beat the Asian Markets?

Can Individual Investors Use Technical Trading Rules to Beat the Asian Markets? Can Individual Invesors Use Technical Trading Rules o Bea he Asian Markes? INTRODUCTION In radiional ess of he weak-form of he Efficien Markes Hypohesis, price reurn differences are found o be insufficien

More information

How To Calculate A Person'S Income From A Life Insurance

How To Calculate A Person'S Income From A Life Insurance How Much Life Insurance o You Need? Chris Robinson 1 and Vicoria Zaremba 2 Augus 14, 2012 Absrac We presen formal models of he differen mehods of esimaing a person s required life insurance coverage. The

More information

DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS

DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS Hong Mao, Shanghai Second Polyechnic Universiy Krzyszof M. Osaszewski, Illinois Sae Universiy Youyu Zhang, Fudan Universiy ABSTRACT Liigaion, exper

More information

Depreciation and Corporate Taxes

Depreciation and Corporate Taxes 205 Depreciaion and Corporae Taxes Chris Hendrickson Carnegie Mellon Universiy Tung Au Carnegie Mellon Universiy 205.1 Depreciaion as Tax Deducion 205.2 Tax Laws and Tax Planning 205.3 Decision Crieria

More information

INTRODUCTION TO EMAIL MARKETING PERSONALIZATION. How to increase your sales with personalized triggered emails

INTRODUCTION TO EMAIL MARKETING PERSONALIZATION. How to increase your sales with personalized triggered emails INTRODUCTION TO EMAIL MARKETING PERSONALIZATION How o increase your sales wih personalized riggered emails ECOMMERCE TRIGGERED EMAILS BEST PRACTICES Triggered emails are generaed in real ime based on each

More information

MSCI Index Calculation Methodology

MSCI Index Calculation Methodology Index Mehodology MSCI Index Calculaion Mehodology Index Calculaion Mehodology for he MSCI Equiy Indices Index Mehodology MSCI Index Calculaion Mehodology Conens Conens... 2 Inroducion... 5 MSCI Equiy Indices...

More information

Forecasting and Information Sharing in Supply Chains Under Quasi-ARMA Demand

Forecasting and Information Sharing in Supply Chains Under Quasi-ARMA Demand Forecasing and Informaion Sharing in Supply Chains Under Quasi-ARMA Demand Avi Giloni, Clifford Hurvich, Sridhar Seshadri July 9, 2009 Absrac In his paper, we revisi he problem of demand propagaion in

More information

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins)

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins) Alligaor egg wih calculus We have a large alligaor egg jus ou of he fridge (1 ) which we need o hea o 9. Now here are wo accepable mehods for heaing alligaor eggs, one is o immerse hem in boiling waer

More information

Description of the CBOE S&P 500 BuyWrite Index (BXM SM )

Description of the CBOE S&P 500 BuyWrite Index (BXM SM ) Descripion of he CBOE S&P 500 BuyWrie Index (BXM SM ) Inroducion. The CBOE S&P 500 BuyWrie Index (BXM) is a benchmark index designed o rack he performance of a hypoheical buy-wrie sraegy on he S&P 500

More information

SEB Commodity Sector Index Series. Index Rules January 2014

SEB Commodity Sector Index Series. Index Rules January 2014 EB Commodiy ecor ndex eries ndex Rules January 2014 PART A 1. nroducion 1.1 ndex Descripion The EB Commodiy ecor ndex eries (The ndices ) is a family of benchmark indices ha covers all he major commodiy

More information

Information technology and economic growth in Canada and the U.S.

Information technology and economic growth in Canada and the U.S. Canada U.S. Economic Growh Informaion echnology and economic growh in Canada and he U.S. Informaion and communicaion echnology was he larges conribuor o growh wihin capial services for boh Canada and he

More information

THE FIRM'S INVESTMENT DECISION UNDER CERTAINTY: CAPITAL BUDGETING AND RANKING OF NEW INVESTMENT PROJECTS

THE FIRM'S INVESTMENT DECISION UNDER CERTAINTY: CAPITAL BUDGETING AND RANKING OF NEW INVESTMENT PROJECTS VII. THE FIRM'S INVESTMENT DECISION UNDER CERTAINTY: CAPITAL BUDGETING AND RANKING OF NEW INVESTMENT PROJECTS The mos imporan decisions for a firm's managemen are is invesmen decisions. While i is surely

More information

Journal Of Business & Economics Research September 2005 Volume 3, Number 9

Journal Of Business & Economics Research September 2005 Volume 3, Number 9 Opion Pricing And Mone Carlo Simulaions George M. Jabbour, (Email: jabbour@gwu.edu), George Washingon Universiy Yi-Kang Liu, (yikang@gwu.edu), George Washingon Universiy ABSTRACT The advanage of Mone Carlo

More information

Forecasting Sales: A Model and Some Evidence from the Retail Industry. Russell Lundholm Sarah McVay Taylor Randall

Forecasting Sales: A Model and Some Evidence from the Retail Industry. Russell Lundholm Sarah McVay Taylor Randall Forecasing Sales: A odel and Some Evidence from he eail Indusry ussell Lundholm Sarah cvay aylor andall Why forecas financial saemens? Seems obvious, bu wo common criicisms: Who cares, can we can look

More information

INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES

INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES OPENGAMMA QUANTITATIVE RESEARCH Absrac. Exchange-raded ineres rae fuures and heir opions are described. The fuure opions include hose paying

More information

Finance and Economics Discussion Series Divisions of Research & Statistics and Monetary Affairs Federal Reserve Board, Washington, D.C.

Finance and Economics Discussion Series Divisions of Research & Statistics and Monetary Affairs Federal Reserve Board, Washington, D.C. Finance and Economics Discussion Series Divisions of Research & Saisics and Moneary Affairs Federal Reserve Board, Washingon, D.C. The Effecs of Unemploymen Benefis on Unemploymen and Labor Force Paricipaion:

More information

How To Calculate Price Elasiciy Per Capia Per Capi

How To Calculate Price Elasiciy Per Capia Per Capi Price elasiciy of demand for crude oil: esimaes for 23 counries John C.B. Cooper Absrac This paper uses a muliple regression model derived from an adapaion of Nerlove s parial adjusmen model o esimae boh

More information

Impact of the APF-Business Risk Management Programs on Ontario Agriculture. Larry Martin Al Mussell

Impact of the APF-Business Risk Management Programs on Ontario Agriculture. Larry Martin Al Mussell Impac of he APF-Business Risk Managemen Programs on Onario Agriculure Larry Marin Al Mussell Augus 5, 2003 Forward This sudy was an ineresing experience. When Miniser Johns and he Onario Agriculural Commodiy

More information

Tax Externalities of Equity Mutual Funds

Tax Externalities of Equity Mutual Funds Tax Exernaliies of Equiy Muual Funds Joel M. Dickson The Vanguard Group, Inc. John B. Shoven Sanford Universiy and NBER Clemens Sialm Sanford Universiy December 1999 Absrac: Invesors holding muual funds

More information

Working Paper No. 482. Net Intergenerational Transfers from an Increase in Social Security Benefits

Working Paper No. 482. Net Intergenerational Transfers from an Increase in Social Security Benefits Working Paper No. 482 Ne Inergeneraional Transfers from an Increase in Social Securiy Benefis By Li Gan Texas A&M and NBER Guan Gong Shanghai Universiy of Finance and Economics Michael Hurd RAND Corporaion

More information

C Fast-Dealing Property Trading Game C

C Fast-Dealing Property Trading Game C If you are already an experienced MONOPOLY dealer and wan a faser game, ry he rules on he back page! AGES 8+ C Fas-Dealing Propery Trading Game C Y Original MONOPOLY Game Rules plus Special Rules for his

More information

UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES. Nadine Gatzert

UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES. Nadine Gatzert UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES Nadine Gazer Conac (has changed since iniial submission): Chair for Insurance Managemen Universiy of Erlangen-Nuremberg Lange Gasse

More information

Behavior Analysis of a Biscuit Making Plant using Markov Regenerative Modeling

Behavior Analysis of a Biscuit Making Plant using Markov Regenerative Modeling Behavior Analysis of a Biscui Making lan using Markov Regeneraive Modeling arvinder Singh & Aul oyal Deparmen of Mechanical Engineering, Lala Lajpa Rai Insiue of Engineering & Technology, Moga -, India

More information

Fifth Quantitative Impact Study of Solvency II (QIS 5) National guidance on valuation of technical provisions for German SLT health insurance

Fifth Quantitative Impact Study of Solvency II (QIS 5) National guidance on valuation of technical provisions for German SLT health insurance Fifh Quaniaive Impac Sudy of Solvency II (QIS 5) Naional guidance on valuaion of echnical provisions for German SLT healh insurance Conens 1 Inroducion... 2 2 Calculaion of bes-esimae provisions... 3 2.1

More information

Analysis of tax effects on consolidated household/government debts of a nation in a monetary union under classical dichotomy

Analysis of tax effects on consolidated household/government debts of a nation in a monetary union under classical dichotomy MPRA Munich Personal RePEc Archive Analysis of ax effecs on consolidaed household/governmen debs of a naion in a moneary union under classical dichoomy Minseong Kim 8 April 016 Online a hps://mpra.ub.uni-muenchen.de/71016/

More information

The Economic Value of Medical Research

The Economic Value of Medical Research The Economic Value of Medical Research Kevin M. Murphy Rober Topel Universiy of Chicago Universiy of Chicago March 1998 Revised Sepember, 1999 Absrac Basic research is a public good, for which social reurns

More information

Rationales of Mortgage Insurance Premium Structures

Rationales of Mortgage Insurance Premium Structures JOURNAL OF REAL ESTATE RESEARCH Raionales of Morgage Insurance Premium Srucures Barry Dennis* Chionglong Kuo* Tyler T. Yang* Absrac. This sudy examines he raionales for he design of morgage insurance premium

More information

Risk Modelling of Collateralised Lending

Risk Modelling of Collateralised Lending Risk Modelling of Collaeralised Lending Dae: 4-11-2008 Number: 8/18 Inroducion This noe explains how i is possible o handle collaeralised lending wihin Risk Conroller. The approach draws on he faciliies

More information

Module 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur

Module 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur Module 4 Single-phase A circuis ersion EE T, Kharagpur esson 5 Soluion of urren in A Series and Parallel ircuis ersion EE T, Kharagpur n he las lesson, wo poins were described:. How o solve for he impedance,

More information

Chapter 2 Kinematics in One Dimension

Chapter 2 Kinematics in One Dimension Chaper Kinemaics in One Dimension Chaper DESCRIBING MOTION:KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings moe how far (disance and displacemen), how fas (speed and elociy), and how

More information

Principal components of stock market dynamics. Methodology and applications in brief (to be updated ) Andrei Bouzaev, bouzaev@ya.

Principal components of stock market dynamics. Methodology and applications in brief (to be updated ) Andrei Bouzaev, bouzaev@ya. Principal componens of sock marke dynamics Mehodology and applicaions in brief o be updaed Andrei Bouzaev, bouzaev@ya.ru Why principal componens are needed Objecives undersand he evidence of more han one

More information

DEMAND FORECASTING MODELS

DEMAND FORECASTING MODELS DEMAND FORECASTING MODELS Conens E-2. ELECTRIC BILLED SALES AND CUSTOMER COUNTS Sysem-level Model Couny-level Model Easside King Couny-level Model E-6. ELECTRIC PEAK HOUR LOAD FORECASTING Sysem-level Forecas

More information

Statistical Analysis with Little s Law. Supplementary Material: More on the Call Center Data. by Song-Hee Kim and Ward Whitt

Statistical Analysis with Little s Law. Supplementary Material: More on the Call Center Data. by Song-Hee Kim and Ward Whitt Saisical Analysis wih Lile s Law Supplemenary Maerial: More on he Call Cener Daa by Song-Hee Kim and Ward Whi Deparmen of Indusrial Engineering and Operaions Research Columbia Universiy, New York, NY 17-99

More information

Permutations and Combinations

Permutations and Combinations Permuaions and Combinaions Combinaorics Copyrigh Sandards 006, Tes - ANSWERS Barry Mabillard. 0 www.mah0s.com 1. Deermine he middle erm in he expansion of ( a b) To ge he k-value for he middle erm, divide

More information

Network Effects, Pricing Strategies, and Optimal Upgrade Time in Software Provision.

Network Effects, Pricing Strategies, and Optimal Upgrade Time in Software Provision. Nework Effecs, Pricing Sraegies, and Opimal Upgrade Time in Sofware Provision. Yi-Nung Yang* Deparmen of Economics Uah Sae Universiy Logan, UT 84322-353 April 3, 995 (curren version Feb, 996) JEL codes:

More information

An Analysis of Tax Revenue Forecast Errors

An Analysis of Tax Revenue Forecast Errors An Analysis of Tax Revenue Forecas Errors Marin Keene and Peer Thomson N EW Z EALAND T REASURY W ORKING P APER 07/02 M ARCH 2007 NZ TREASURY WORKING PAPER 07/02 An Analysis of Tax Revenue Forecas Errors

More information

Present Value Methodology

Present Value Methodology Presen Value Mehodology Econ 422 Invesmen, Capial & Finance Universiy of Washingon Eric Zivo Las updaed: April 11, 2010 Presen Value Concep Wealh in Fisher Model: W = Y 0 + Y 1 /(1+r) The consumer/producer

More information

ABSTRACT KEYWORDS. Term structure, duration, uncertain cash flow, variable rates of return JEL codes: C33, E43 1. INTRODUCTION

ABSTRACT KEYWORDS. Term structure, duration, uncertain cash flow, variable rates of return JEL codes: C33, E43 1. INTRODUCTION THE VALUATION AND HEDGING OF VARIABLE RATE SAVINGS ACCOUNTS BY FRANK DE JONG 1 AND JACCO WIELHOUWER ABSTRACT Variable rae savings accouns have wo main feaures. The ineres rae paid on he accoun is variable

More information

Journal of Business & Economics Research Volume 1, Number 10

Journal of Business & Economics Research Volume 1, Number 10 Annualized Invenory/Sales Journal of Business & Economics Research Volume 1, Number 1 A Macroeconomic Analysis Of Invenory/Sales Raios William M. Bassin, Shippensburg Universiy Michael T. Marsh (E-mail:

More information

Small and Large Trades Around Earnings Announcements: Does Trading Behavior Explain Post-Earnings-Announcement Drift?

Small and Large Trades Around Earnings Announcements: Does Trading Behavior Explain Post-Earnings-Announcement Drift? Small and Large Trades Around Earnings Announcemens: Does Trading Behavior Explain Pos-Earnings-Announcemen Drif? Devin Shanhikumar * Firs Draf: Ocober, 2002 This Version: Augus 19, 2004 Absrac This paper

More information