Analysis of the perception of the punctual departure notion and tolerance of punctuality by passengers of public transport in Cracow 2
|
|
- Kristian Wood
- 5 years ago
- Views:
Transcription
1 Zofia Bryniarska 1 Cracow University of Technology Analysis of the perception of the punctual departure notion and tolerance of punctuality by passengers of public transport in Cracow 2 Introduction The punctuality of public transport vehicles is one of the important quality attributes of passenger transport. In the ranking lists of the different characteristics of public transport quality, it usually takes the first place. It has also been in variably confirmed by studies on passenger preferences and satisfaction carried out in different cities for years [7 p. 70, 5 p. 307]. Punctuality means the compliance of the actual public transport departure/arrival times with timetables. Punctuality allows passengers to plan a trip and change vehicles, and it determines the reliability of getting to their destinations at the scheduled time. It is also an important factor for the organizer of public transport and transport contractor/operator. It enables the transport organizer to maintain a high quality of transport services and the competitiveness of public transport services in relation to private cars. For the transport carrier or operator, punctuality means the fulfillment of the declaration to provide transport services in a specific time and in a specific space, and it simultaneously allows for the better use of vehicles involved in the implementation of transport services and smaller losses due to the prolonged duration of rides. The simplest way to assess punctuality is the from the scheduled departure time. It is calculated as the difference between the departure time set in the timetable and the actual departure time of the vehicle from a tram/bus stop [4 p. 143]. If the difference is positive, it means that the vehicle drove off before the time set in the timetable. Negative values of s occur in case of delays. A never increasing number of vehicles driving on roads, especially in the streets of cities, causes that the speed of all vehicles, including public transport vehicles, decreases while travelling time increases, particularly near intersections. In such conditions, the drivers of public transport vehicles are not always able to drive in accordance with the timetable. Transport organizers and passengers are well aware of these hindrances and limitations. The question arises about the limits of passengers tolerance of public transport vehicle departures before and after the scheduled time. Another question is: what are the limits for passengers to consider a departure as a punctual one? Departures after the time set in the timetable (delays) mean inconvenience for passengers associated with longer time of waiting for a vehicle at a tram/bus stop, longer duration of their trip and the possibility of getting late to their destination or a loss of connection in the place 1 D.Sc. Eng., Z. Bryniarska, assistant professor, Department of Transport, Faculty of Civil Engineering, Cracow University of Technology, Cracow, Warszawska str. 24, tel. (+48 12) , z_bryn@pk.edu.pl 2 Article under review 2747
2 where they change one public transport vehicle to another. Departures before the scheduled time (early departures) may occur to be much more bothersome to passengers. They can cause that the passenger who comes to the bus/tram stop on time or before the scheduled departure time will spend less time waiting for the arrival of the vehicle or it will turn out that they have lost the connection, because the vehicle already left. This situation is particularly annoying when the frequency of a line the passenger is waiting for is low and the passenger will have to wait long for another vehicle. Methodology of measurementsand analysis of passengers perception ofpunctuality Marketing research on the perception of punctuality by commuters travelling on urban and suburban public transport was carried out in Cracow in autumn 2013by the students of second-degree full-time studies, major: Urban Transport, at the Cracow University of Technology. Each pollster completed 375 surveys, including 150 questionnaires at tram stops, 150 at bus stops and 75 at first bus stops of suburban bus transport. A total of 5575 questionnaires were collected. The tram/bus stops were deployed in different parts of Cracow (Table 1). Table 1. Deployment of surveyed places and number of collected surveys No. Location Number of tram/bus Share of surveys Number of surveys stops [%] 1 Old Town area of theplanty Park City Centre area around the second ring road Area around the City Centre Area of NowaHuta Interchange nodes Total Approximately 10% of surveys were administered in the very centre of Cracow (the Old Town area of the Planty Park), approximately 30% of them in the area surrounding the Old City within the second and the third ring road, 10% in Nowa Huta and 20% at interchange nodes that are often the last tram stops and the initial bus stops for suburban public bus transport. The measurements of the number of passengers in public transport vehicles carried out in spring and autumn 2013 show [5] that there are significant differences in the elementary values of fundamental importance for passengers, tram and bus operating parameters such as the speed and the capacity utilization of the vehicle. It was assumed that passengers perceive the quality of the tram transport operation in a different way than the quality of the bus transport operation; therefore, they will formulate differently their expectations towards acceptable s between the actual and scheduled departures. It was also decided that it should be verified whether the frequency of the use of public transport has an impact on the level of 2748
3 punctuality tolerance, and whether there are any differences in the perception of punctuality dependent on the experience with the commonly used line. Hence, it was determined that the respondents would be asked to answer two questions related to their perception of punctuality, independently for tram and bus transport. The first question concerned the extent of early and delayed departures of vehicles from tram/bus stops that the respondents are willing to accept and consider as punctual departures. In response to the second question, the respondents were asked to assess their boundaries of tolerance within which they still accept the lack of punctuality of public transport vehicles. The responses accurate to full minutes were expected. In addition, the respondents were also asked about the number of tram or bus lines that they often travel with and the frequency of their use of public transport services. People who answered questions were chosen at random from among passengers waiting at the bus/tram stop. The randomness of answers was confirmed by performing a series test for the results collected by each pollster at each stop where the survey was conducted. Analysis of the perception of the punctual departure notion Passengers waiting at tram and bus stops were asked to define the extent of too early departures and delays within which they consider that the vehicle has left on time. The passengers tolerance for early departures is lesser than that for delayed departures. Accelerated departures are especially annoying for passengers travelling by lines or along passageways of low frequency of running when a passenger loses a connection in consequence of such an accelerated departure, and then he or she has to wait for the next departure in the schedule. The delayed departure can give a passenger a chance to leaver earlier even though he or she came to a stop after the scheduled departure time of the vehicle. The distribution of early departures and delays identified by passengers as fitting within the limits of punctual departures are shown in Figure 1 both for indications relating to the tram and to the bus transport. More than60% of tram passengers and about 60% of bus passengers believe that vehicles should not depart before their scheduled time; they indicate that the value of early departure should be equal to 0 minutes. Only 26-28% of passengers permit departures accelerated by 1 minute. In case of delays, passengers accept greater s from the timetable. About 34% of tram passengers and 29% of bus passengers allow 1 minute delays while 2-minute delays are accepted by 24-26% of bus and tram passengers respectively, but 3-minute delays by not more than only about 10% of passengers. Early departures of more than 4 minutes and delays by more than 5 minutes have been identified occasionally, and they constitute fewer than 1% of responses. It is worth noting that passengers expect greater punctuality of departures in the public tram transport. The average value of early and delayed departures allows one to specify the range of tolerance of (-1.39, +0.48) for trams (KT) and the range of (-1.62, +0.56) for buses (KA). This means that passengers of both trams and buses consider a departure as punctual when the vehicle leaves approximately half a minute early or about 2749
4 one and a half minute late. Fig. 1. Percentage structure of too early and delayed departures of public tram and bus transport vehicles considered as punctual by passengers When comparing the findings from 2013 to the results of tests carried out in Cracow in previous years (Table 2),one can see that the feelings of passengers have become radicalized. Although the maximum delay values indicated by each passenger remain constant, and the maximum indicated early departure value reaches even six minutes, the often cited value of earliness is equal to 0 minutes (it was 1 minute in 2005), and the pointed out value of delay is equal to one minute (it was 2 minutes in 2005 and 2012). To sum up, the limits of tolerance for the passengers' perception of departure punctuality in 2013 are shorter for both early departures and delays, and the tolerance amounts to about two minutes. It is clear that passengers expect high punctuality of public transport vehicles operation. Table 2. Comparison of findings on the perception of the "punctual departure" notion in the years Year of survey Number of indications Delay Max Average Early departure Max Average KT KA Source: author s analysis based on [1 pp , 3 pp , 6 pp. 334, 341] The concept of departure punctuality is perceived differently by passengers waiting at bus/tram stops in various parts of Cracow (Table 3). In the area of the Old Town and Nowa Huta, passengers believe that the 2750
5 acceleration of tram departure should not exceed 0.4 minutes and the delay should not be greater than1.2 minutes. Meanwhile, according to the public bus transport, the acceleration and delay can be a bit longer and they can amount to 0.5 and minutes, respectively. In the area of the Old Town, the number of public transport lines, especially tram lines, is very high and passengers have access to a lot of lines going in the same direction. In the area of Nowa Huta, trams goon separate track ways and road vehicles move quite smoothly, hence passengers probably believe that public transport vehicles should go in accordance with the agreed timetable. In other areas of the city, passengers accept greater values of earliness and delays, probably taking into account the larger flows of cars and the more severe congestion on the roads that hinder adherence to the timetable. The passengers boarding at interchange nodes where urban public transport vehicles (trams and buses) meet the suburban bus transport were tolerant. They accepted the early departures of 0.5 and 0.8 minutes respectively, and delays of 1.6 and 1.9 minutes for the public tram and bus transport. Table 3. Outcomes of surveys on the perception of the "punctual departure" notion for various parts of Cracow Location of tram/bus stop Number of indications Delay Earliness Tram transport Old Town City Centre Around the City Centre NowaHuta Interchange nodes Total Bus transport Old Town City Centre Around the City Centre NowaHuta Interchange nodes Total The frequency of the public transport usage has an impact on the perception of punctual departure (Table 4). Passengers using means of public transport several times daily, or a day think that a departure can be called a punctual one when, on the one hand, it is accelerated by minutes in case of trams and by minutes in case of buses, and, on the other hand, it is delayed within the limits of minutes for trams and minutes for buses. The less the passengers travel (i.e. a week, or times a month), the more tolerant they become. Passengers traveling 2751
6 a month think that a departure is punctual when the from the scheduled time for the tram falls within the range of (-1.49, +0.91), and for the bus within the range (-1.71, +0.99). Table 4. Outcomes of surveys on the perception of the "punctual departure" notion in relation to the frequency of public transport usage Frequency of public transport usage Number of indicatio ns Delay Earliness Tram transport Many times every day every day, a week a month Total Bus transport Many times every day every day, a week a month Total Table 5. Outcomes of surveys on the perception of the "punctual departure" notion in relation to public transport line frequency Line frequency Number of indications Delay Earliness Tram transport Up to More than Total Bus transport Up to More than Total
7 The experience with the used public transport line has an impact on passengers perception of the punctual departure notion as it was shown in Table 5. Passengers using the line of the service frequency of minutes express the greatest requirements in regard to the punctuality of public transport vehicles. They accept the punctual departure as about 0.35 minutes before schedule for trams and approximately 0.44 minutes before schedule for buses, and 1.14 and 1.47 minutes after the scheduled time, respectively. Passengers using the public transport lines of the running frequency of up to 10 minutes estimate that a departure can be regarded as punctual if it is accelerated by up to 0.79 minutes or it is late for up to 1.56 minutes. The least demanding are passengers using the lines of the running frequency of about 20 or more than 20 minutes. They consider as a punctual departure the one of the punctuality in the range of (-1.52, +0.60) for the tram transport and the range of (-1.88, +0.97) for the bus transport. Analysis of survey and analysis of passengers perception ofpunctuality Passengers responses to the question concerning the punctuality tolerance of public transport vehicles show that they accept punctuality s of a few minutes in relation to the departure designated in the timetable. The percentage distribution of too early or delayed departures is shown in Figure 2. Fig. 2. Percentage structure of too early and delayed departures of trams and buses within passengers punctuality tolerance The findings of punctuality tolerance analysis show that early departures of both trams and buses should not exceed one minute. Such limits are accepted by about 78 % and 72 %of passengers travelling by trams 2753
8 and buses, respectively. Moreover, only 3 % of passengers declare that the early departures of trams may exceed three minutes while about 5.2 % of respondents confirm such a tolerance of early departures for the bus transport. In case of delays, passengers indicate the higher values of tolerable delays. It is worth noting that 50 % of respondents accept a delay of 2-3 minutes for trams while 75 % of responders tolerate 2-5 minute delay for bus transport. The analysis of average values of early and delayed departures made it possible to formulate the range of punctuality tolerance as (-3.13, +0.99) for trams and as (-3.69, +1.13) for buses. The comparison of findings of similar studies from the years 2002, 2005 and 2012 shows that the tolerance limits indicated by passengers have been narrowed (Table 6). In case of delays, the value indicated by passengers in all studies was the value of five minutes, with the exception of the 2013 study when for tram transport the passengers pointed the delay of 2 minutes. In the case of departures before the time fixed in the schedule, in the years 2012 and 2013 passengers referred to the earliness of 0 minutes, whereas in previous studies they declared 1-2 minute earliness. A tolerance of punctuality in 2013 amounted to 4.14 and 4.82 minutes for trams and buses, respectively, while in the earlier studies it was al twice as high. Table 6. Comparison of findings on the perception of the departure tolerance in the years Year of survey Number of indications Max Delay Average Earliness Max Average KT KA Source: author s analysis based on [1 pp pp pp ] The survey findings on tolerance of punctuality with respect to the location of bus/tram stops in Cracow (Table 7) partially confirm the diversity of what was observed in the analysis of passengers perception of the punctual departure notion. The lowest values of punctuality tolerance in terms of delays and early departures were declared by passengers waiting at tram/bus stops in Nowa Huta and at stops outside the City Centre with regard to both tram and bus transport, while the highest values were indicated by passengers waiting at interchange stops. The analysis of the study outcomes shows that the diversity of passengers punctuality tolerance varies depending on the frequency of their usage of public transport means (Table 8). Passengers who use trams and buses (several times daily)or the least ( a month) accept the lowest limits of delays while passengers using public transport (several times every day, and a day) exhibit the lowest tolerance of earliness. The passengers travelling by public tram and bus transport a week declare the greatest punctuality tolerance range. 2754
9 Table 7. Outcomes on the perception of the departure tolerance for various parts of Cracow Location of tram/bus stop Number of indicatio ns Delay Earliness Tram transport Old Town City Centre Around the City Centre Nowa Huta Interchange nodes Total Bus transport Old Town City Centre Around the City Centre Nowa Huta Interchange nodes Total Table 8. Outcomes on the perception of the departure tolerance in relation to the frequency of public transport usage Frequency of public transport usage Number of indicatio ns Delay Earliness Tram transport Many times every day every day, a week a month Total Bus transport Many times every day every day, a week a month Total
10 As in the case of the analysis of passengers perception of punctual departure, in relation to the punctuality tolerance analysis the frequency of public transport lines that passengers use constitutes an important factor (Table 9). The passengers who use lines departing from the bus/tram stop every minutes declare the lowest values of tolerable delays or earliness while passengers travelling by buses running at a low frequency (16-20 minutes or more than 20 minutes) accept the highest values of tolerable delays or earliness. Table 9. Outcomes on the perception of the departure tolerance in relation to public transport line frequency Line frequency Number of indications Delay Earliness Tram transport Up to More than Total Bus transport Up to More than Total Conclusions The punctuality of urban public transport vehicles is a factor of great importance to passengers. The findings of marketing research on passengers perception of punctual departure and punctuality tolerance presented in the article confirm this thesis. The analysis of the survey outcomes indicates that passengers believe that the punctuality of public tram transport should be higher than that of the public bus transport. The range of values for the assessment of the concept of punctual departure for the trams amounts to (-1:29; +0:29) and for the bus to (-1:62; +0:34). To recapitulate the tests carried out on smaller samples in previous years, it should be stated that passengers acceptance of both departures before and after the scheduled time decreased. The passengers responses reflect not only the frequency of travelling by means of public transport, but also the frequency of the line they commonly use and the area of the city where passengers start or finish their journeys by public transport means. The more the passengers use the means of public transport, the more punctuality they expect. Passengers using the line of service frequency of11-15 minutes expect more punctuality than passengers of buses running at a higher or lower frequency. Additionally, it is worth noting that passengers preferences reflect a large number of alternative connections in the Old Town 2756
11 and less traffic in Nowa Huta than in other areas of the city and expect greater punctuality of public transport. The analysis of passengers perception of the punctuality tolerance confirms similar trends as the analysis of the passengers perception of punctual departure. In comparison to the findings of studies carried out in previous years, the limits of acceptable ranges for punctuality tolerance decline and now they amount to (-3:09; +0:59) and to (-3:41; +1.08) for trams and buses, respectively. The range is al twice as narrow as it was declared by passengers in previous studies. Abstract The article presents the outcomes of surveys conducted among passengers of public transport in Cracow devoted to the passengers perception of punctual departure and punctuality tolerance of public transport vehicle departures. The large size of the sample allowed us to collect information from passengers travelling by trams and buses in different parts of the city and to analyse the findings based on such factors declared by the respondents as the frequency of the use of public transport, the frequency of running of the commonly used lines and the area of the city where passengers were waiting at bus/tram stops. The results of the analysis were compared with the results of studies carried out in the period of Analiza postrzegania pojęcia odjazd punktualny i tolerancja punktualności przez pasażerów komunikacji miejskiej w Krakowie Streszczenie W artykule przedstawiono wyniki badań ankietowych przeprowadzonych wśród pasażerów publicznego transportu zbiorowego w Krakowie na temat postrzeganie pojęcia odjazd punktualny i tolerancja punktualności odjazdów pojazdów publicznego transportu zbiorowego z przystanków. Duża liczebność próby pozwoliło na zebranie informacji od pasażerów podróżujących tramwajami i autobusami w różnych rejonach miasta oraz na analizę wyników w zależności od deklarowanej przez ankietowanych częstotliwości korzystania z publicznego transportu zbiorowego, częstotliwości kursowania najczęściej wykorzystywanej linii i rejonu miasta, gdzie pasażerowie oczekiwali na przystanku. Wyniki analiz zostały porównane z wynikami badań przeprowadzonych w latach References [1] Bauer M.: Passengers evaluation of urban public transport punctuality in Cracow, Contemporary Transportation Systems. Selected Theoretical and Practical Problems. The Co-Modality of Transportation, edited by Janecki J.., Krawiec S., Sierpiński G., Wydawnictwo Politechniki Śląskiej, seria Monografie Nr 486. Gliwice 2013, str , 2757
12 [2] Bryniarska Z., Starowicz W.: Wyniki badań systemów publicznego transportu zbiorowego w wybranych miastach, Zeszyty Naukowo-Techniczne Oddziału SITK w Krakowie Nr 155, seria Monografie Nr 19, Kraków 2010, str [3] Noga D.: Badanie preferencji mieszkańców Krakowa dla wybranych cech jakości, Praca magisterska pod kierunkiem W. Starowicza, Politechnika Krakowska, Kraków [4] Rudnicki A.: Jakość komunikacji miejskiej. Zeszyty Naukowo-Techniczne Oddziału SITK w Krakowie Nr 71, seria Monografie Nr 5, Kraków 1999, str [5] Pomiary napełnień pasażerskich w pojazdach linii komunikacji miejskiej i aglomeracyjnej w Krakowie, opracowanie dla ZIKiT (współautorzy: Bauer M., Bryniarska Z., Struska P.), Kraków [6] Starowicz W.: Jakość przewozów w miejskim transporcie zbiorowym, Wydawnictwo Politechniki Krakowskiej, Kraków [7] Starowicz W.: Pojęcie punktualności kursowania pojazdów w ocenie mieszkańców Krakowa, Zeszyty Naukowo-Techniczne Oddziału SITK w Krakowie Nr 92, seria Materiały konferencyjne Nr 46, Kraków 2002, str [8] Transport miejski. Ekonomika i organizacja, pod redakcją O.Wyszomirskiego Wydawnictwo Uniwersytetu Gdańskiego, Gdańsk 2008, str
ARRIVAL CHARACTERISTICS OF PASSENGERS INTENDING TO USE PUBLIC TRANSPORT
ARRIVAL CHARACTERISTICS OF PASSENGERS INTENDING TO USE PUBLIC TRANSPORT Tiffany Lester, Darren Walton Opus International Consultants, Central Laboratories, Lower Hutt, New Zealand ABSTRACT A public transport
More informationHOW TO IMPROVE HIGH-FREQUENCY BUS SERVICE RELIABILITY THROUGH SCHEDULING
HOW TO IMPROVE HIGH-FREQUENCY BUS SERVICE RELIABILITY THROUGH SCHEDULING Ms. Grace Fattouche Abstract This paper outlines a scheduling process for improving high-frequency bus service reliability based
More informationTransfer Scheduling and Control to Reduce Passenger Waiting Time
Transfer Scheduling and Control to Reduce Passenger Waiting Time Theo H. J. Muller and Peter G. Furth Transfers cost effort and take time. They reduce the attractiveness and the competitiveness of public
More informationTransport Focus Train punctuality the passenger perspective. 2 March 2017 Anthony Smith, Chief Executive
Transport Focus Train punctuality the passenger perspective 2 March 2017 Anthony Smith, Chief Executive Transport Focus Independent transport user watchdog Rail passengers in Great Britain Bus, coach &
More informationNational Passenger Survey Spring putting rail passengers first
National Passenger Survey Spring 2006 putting rail passengers first What is Passenger Focus? Passenger Focus is the independent national rail consumer watchdog. Our mission is to get the best deal for
More informationMEASURING ACCESSIBILITY TO PASSENGER FLIGHTS IN EUROPE: TOWARDS HARMONISED INDICATORS AT THE REGIONAL LEVEL. Regional Focus.
Regional Focus A series of short papers on regional research and indicators produced by the Directorate-General for Regional and Urban Policy 01/2013 SEPTEMBER 2013 MEASURING ACCESSIBILITY TO PASSENGER
More informationImpact of Landing Fee Policy on Airlines Service Decisions, Financial Performance and Airport Congestion
Wenbin Wei Impact of Landing Fee Policy on Airlines Service Decisions, Financial Performance and Airport Congestion Wenbin Wei Department of Aviation and Technology San Jose State University One Washington
More informationUC Berkeley Working Papers
UC Berkeley Working Papers Title The Value Of Runway Time Slots For Airlines Permalink https://escholarship.org/uc/item/69t9v6qb Authors Cao, Jia-ming Kanafani, Adib Publication Date 1997-05-01 escholarship.org
More informationU.Md. Zahir, H. Matsui & M. Fujita Department of Civil Engineering Nagoya Institute of Technology,
Investigate the effects of bus and passenger arrival patterns and service frequency on passenger waiting time and transit performance of Dhaka metropolitan area. U.Md. Zahir, H. Matsui & M. Fujita Department
More informationNational Passenger Survey Autumn putting rail passengers first
National Passenger Survey Autumn putting rail passengers first What is Passenger Focus? Passenger Focus is the independent national rail consumer watchdog. Our mission is to get the best deal for Britain
More informationAnalysis of Mode Switching Behavior of PUP Main Campus Students to Pasig River Ferry Service
Analysis of Mode Switching Behavior of PUP Main Campus Students to Pasig River Ferry Service Vilma CLEMENTE John Ivan GUEVARRA Ryan Maynard MAZO Department of Civil Engineering Polytechnic University of
More informationSimulation of disturbances and modelling of expected train passenger delays
Computers in Railways X 521 Simulation of disturbances and modelling of expected train passenger delays A. Landex & O. A. Nielsen Centre for Traffic and Transport, Technical University of Denmark, Denmark
More informationDaily Estimation of Passenger Flow in Large and Complicated Urban Railway Network. Shuichi Myojo. Railway Technical Research Institute, Tokyo, Japan
Daily Estimation of Passenger Flow in Large and Complicated Urban Railway Network Shuichi Myojo Abstract Railway Technical Research Institute, Tokyo, Japan Railway passenger flow data including the on-board
More informationNational Passenger Survey Spring putting rail passengers first
National Passenger Survey putting rail passengers first What is Passenger Focus? Passenger Focus is the independent national rail consumer watchdog. Our mission is to get the best deal for Britain s rail
More informationPREFERENCES FOR NIGERIAN DOMESTIC PASSENGER AIRLINE INDUSTRY: A CONJOINT ANALYSIS
PREFERENCES FOR NIGERIAN DOMESTIC PASSENGER AIRLINE INDUSTRY: A CONJOINT ANALYSIS Ayantoyinbo, Benedict Boye Faculty of Management Sciences, Department of Transport Management Ladoke Akintola University
More informationAccording to FAA Advisory Circular 150/5060-5, Airport Capacity and Delay, the elements that affect airfield capacity include:
4.1 INTRODUCTION The previous chapters have described the existing facilities and provided planning guidelines as well as a forecast of demand for aviation activity at North Perry Airport. The demand/capacity
More informationTHE USE OF LIGHT AIRCRAFT IN DOMESTIC TRANSPORT IN POLAND
Journal of KONES Powertrain and Transport, Vol. 21, No. 4 2014 ISSN: 1231-5 e-issn: 2354-0133 ICID: 1130486 DOI: 10.5604/12315.1130486 THE USE OF LIGHT AIRCRAFT IN DOMESTIC TRANSPORT IN POLAND Rzeszow
More informationRailway performance and subsidy statistics
Railway performance and subsidy statistics Standard Note: SN/SG/2199 Last updated: 2 October 2013 Author: Matthew Keep Social and General Statistics Section This Note provides data and commentary relating
More informationAbstract. Introduction
COMPARISON OF EFFICIENCY OF SLOT ALLOCATION BY CONGESTION PRICING AND RATION BY SCHEDULE Saba Neyshaboury,Vivek Kumar, Lance Sherry, Karla Hoffman Center for Air Transportation Systems Research (CATSR)
More informationAn Analysis Of Characteristics Of U.S. Hotels Based On Upper And Lower Quartile Net Operating Income
An Analysis Of Characteristics Of U.S. Hotels Based On Upper And Lower Quartile Net Operating Income 2009 Thomson Reuters/West. Originally appeared in the Summer 2009 issue of Real Estate Finance Journal.
More informationONLINE DELAY MANAGEMENT IN RAILWAYS - SIMULATION OF A TRAIN TIMETABLE
ONLINE DELAY MANAGEMENT IN RAILWAYS - SIMULATION OF A TRAIN TIMETABLE WITH DECISION RULES - N. VAN MEERTEN 333485 28-08-2013 Econometrics & Operational Research Erasmus University Rotterdam Bachelor thesis
More informationThe impact of scheduling on service reliability: trip-time determination and holding points in long-headway services
Public Transp (2012) 4:39 56 DOI 10.1007/s12469-012-0054-4 ORIGINAL PAPER The impact of scheduling on service reliability: trip-time determination and holding points in long-headway services N. van Oort
More informationNational Passenger Survey Autumn putting rail passengers first
National Passenger Survey Autumn 2005 putting rail passengers first What is Passenger Focus? Passenger Focus is the independent national rail consumer watchdog. Our mission is to get the best deal for
More informationDepeaking Optimization of Air Traffic Systems
Depeaking Optimization of Air Traffic Systems B.Stolz, T. Hanschke Technische Universität Clausthal, Institut für Mathematik, Erzstr. 1, 38678 Clausthal-Zellerfeld M. Frank, M. Mederer Deutsche Lufthansa
More informationNational Rail Passenger Survey Autumn 2013 Main Report
National Rail Passenger Survey Autumn 2013 Main Report What is Passenger Focus? Passenger Focus is the independent consumer watchdog for Britain s rail passengers and England s bus, coach and tram passengers
More informationTARIFFS AND TICKETING INTEGRATION OF COLLECTIVE PUBLIC TRANSPORT IN THE REGION AT THE EXAMPLE OF POMORSKIE VOIVODESHIP
RESEARCH JOURNAL OF THE UNIVERSITY OF GDAŃSK Transport Economics and Logistics Vol. 70 (2017) DOI 10.5604/01.3001.0010.5927 Hubert Kołodziejski a), Olgierd Wyszomirski b) a) Metropolitan Public Transport
More informationCONGESTION MONITORING THE NEW ZEALAND EXPERIENCE. By Mike Curran, Manager Strategic Policy, Transit New Zealand
CONGESTION MONITORING THE NEW ZEALAND EXPERIENCE 26 th Australasian Transport Research Forum Wellington New Zealand 1-3 October 2003 By, Manager Strategic Policy, Transit New Zealand Abstract New Zealand
More informationAnalysis of tourist supply and demand in West Pomeranian voivodeship 2
Ewa Hącia 1 Maritime University of Szczecin (Poland) Analysis of tourist supply and demand in West Pomeranian voivodeship 2 Introduction Considering the tourism as a market, two of its elements can be
More informationCHAPTER 5 SIMULATION MODEL TO DETERMINE FREQUENCY OF A SINGLE BUS ROUTE WITH SINGLE AND MULTIPLE HEADWAYS
91 CHAPTER 5 SIMULATION MODEL TO DETERMINE FREQUENCY OF A SINGLE BUS ROUTE WITH SINGLE AND MULTIPLE HEADWAYS 5.1 INTRODUCTION In chapter 4, from the evaluation of routes and the sensitive analysis, it
More informationEconomic And Social Values of Vermont State Parks 2002
Economic And Social Values of Vermont State Parks 2002 Executive Summary Prepared for Vermont State Parks Department of Forest and Parks and Recreation Prepared by: Alphonse H. Gilbert Robert E. Manning
More informationThe Impact of Baggage Fees on Passenger Demand, Airfares, and Airline Operations in the US
The Impact of Baggage Fees on Passenger Demand, Airfares, and Airline Operations in the US Martin Dresner R H Smith School of Business University of Maryland The Institute of Transport and Logistics Studies
More informationNational Rail Passenger Survey Autumn 2015 Main Report
National Rail Passenger Survey Autumn 2015 Main Report Transport Focus is the independent transport user watchdog Our mission is to get the best deal for passengers and road users. With a strong emphasis
More informationMODAIR. Measure and development of intermodality at AIRport
MODAIR Measure and development of intermodality at AIRport M3SYSTEM ANA ENAC GISMEDIA Eurocontrol CARE INO II programme Airports are, by nature, interchange nodes, with connections at least to the road
More informationSchedule Compression by Fair Allocation Methods
Schedule Compression by Fair Allocation Methods by Michael Ball Andrew Churchill David Lovell University of Maryland and NEXTOR, the National Center of Excellence for Aviation Operations Research November
More informationA Basic Study on Trip Reservation Systems for Recreational Trips on Motorways
A Basic Study on Trip Reservation Systems for Recreational Trips on Motorways Hirokazu AKAHANE(1) Masao KUWAHARA(2) (1) Chiba Institute of Technology, 2-17-1 Tsudanuma, Narashino-shi, Chiba 275, JAPAN
More informationNational Rail Passenger Survey Main Report Spring 2018
National Rail Passenger Survey Main Report Spring 2018 Transport Focus is the independent transport user watchdog Our mission is to get the best deal for passengers and road users. With a strong emphasis
More information2009 Muskoka Airport Economic Impact Study
2009 Muskoka Airport Economic Impact Study November 4, 2009 Prepared by The District of Muskoka Planning and Economic Development Department BACKGROUND The Muskoka Airport is situated at the north end
More informationPassenger movement simulation in intermodal air-rail terminal
Passenger movement simulation in intermodal air-rail terminal Antonia COKASOVA, EUROCONTROL Experimental Centre, Brétigny, France and University of Zilina, Slovakia There are numerous advantages in transferring
More informationISE INDUSTRY FORUM CSISG 2018 Q2 RESULTS Announcement INSTITUTE OF SERVICE EXCELLENCE SINGAPORE MANAGEMENT UNIVERSITY
ISE INDUSTRY FORUM CSISG 2018 Q2 RESULTS Announcement INSTITUTE OF SERVICE EXCELLENCE SINGAPORE MANAGEMENT UNIVERSITY CSISG 2018 Q2 RESULTS LAND TRANSPORT & AIR TRANSPORT INSTITUTE OF SERVICE EXCELLENCE
More informationAtt. A, AI 46, 11/9/17
Total s San Diego Metropolitan Transit System POLICY 42 PERFORMANCE MONITORING REPORT Page 1 of 6 Date: 11/8/17 OBJECTIVE Develop a Customer-Focused and Competitive System The following measures of productivity
More informationINTEGRATE BUS TIMETABLE AND FLIGHT TIMETABLE FOR GREEN TRANSPORTATION ENHANCE TOURISM TRANSPORTATION FOR OFF- SHORE ISLANDS
INTEGRATE BUS TIMETABLE AND FLIGHT TIMETABLE FOR GREEN TRANSPORTATION ENHANCE TOURISM TRANSPORTATION FOR OFF- SHORE ISLANDS SUILING LI, NATIONAL PENGHU UNIVERSITY OF SCIENCE AND TECHNOLOGY,SUILING@NPU.EDU.TW
More informationAIRLINES MAINTENANCE COST ANALYSIS USING SYSTEM DYNAMICS MODELING
AIRLINES MAINTENANCE COST ANALYSIS USING SYSTEM DYNAMICS MODELING Elham Fouladi*, Farshad Farkhondeh*, Nastaran Khalili*, Ali Abedian* *Department of Aerospace Engineering, Sharif University of Technology,
More informationFixed-Route Operational and Financial Review
Chapter II CHAPTER II Fixed-Route Operational and Financial Review Chapter II presents an overview of route operations and financial information for KeyLine Transit. This information will be used to develop
More informationSAMTRANS TITLE VI STANDARDS AND POLICIES
SAMTRANS TITLE VI STANDARDS AND POLICIES Adopted March 13, 2013 Federal Title VI requirements of the Civil Rights Act of 1964 were recently updated by the Federal Transit Administration (FTA) and now require
More informationThe Relationship of Destination Image with the Principle of Sustainable Tourism: A Case of Alanya
The Relationship of Destination Image with the Principle of Sustainable Tourism: A Case of Alanya Unguren Engin1,Yetkin Murat1, Mut Mustafa2, Kuntbilek,Kerime3 1Akdeniz University, Alanya, Turkey, 2Alanya
More informationSuitability of Low Cost Carrier Business Models for the Nigerian Airline Market: A Comparative Analysis
Suitability of Low Cost Carrier Business Models for the Nigerian Airline Market: A Comparative Analysis Fajemisin Peter Adebola, Okafor Ekene Gabriel and Kole Osaretin Uhuegho Nigerian College of Aviation
More informationOffice of Program Policy Analysis And Government Accountability
THE FLORIDA LEGISLATURE Report No. 98-70 Office of Program Policy Analysis And Government Accountability John W. Turcotte, Director February 1999 Preliminary Review of the Suspension of the State Contract
More informationWater Quality Trends for Patchogue Bay
Water Quality Trends for Patchogue Bay 2018 This report summarizes water quality data for fecal coliform and total coliform in Patchogue Bay for the years 2003-2017. Prepared by: Brian M. McCaffrey Stormwater
More information3. Aviation Activity Forecasts
3. Aviation Activity Forecasts This section presents forecasts of aviation activity for the Airport through 2029. Forecasts were developed for enplaned passengers, air carrier and regional/commuter airline
More informationPerth Noise Abatement Procedures - Change to Preferred Runways
Environmental Analysis Summary Preferred Runways Perth Perth Airport Perth Noise Abatement Procedures - Change to Preferred Runways Environmental Analysis Summary April 2016 1 of 10 Environment Analysis
More informationSELECTED ASPECTS OF TECHNICAL READINESS RELATED TO THE EXPLOITATION SYSTEM OF TRAINER AIRCRAFT IN MILITARY AVIATION
Journal of KONES Powertrain and Transport, Vol. 21, No. 4 2014 ISSN: 1231-4005 e-issn: 2354-0133 ICID: 1130516 DOI: 10.5604/12314005.1130516 SELECTED ASPECTS OF TECHNICAL READINESS RELATED TO THE EXPLOITATION
More informationThis article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and
This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and education use, including for instruction at the authors institution
More informationBus Passenger Survey
March 2012 Contents 1 Foreword 3 2 Key findings 4 3 Results by area Merseyside PTE (Merseytravel) South Yorkshire PTE Transport for Greater Manchester (TfGM) West Yorkshire PTE (Metro) Tyne & Wear PTE
More informationBorders Railway: What is the impact two years on?
STAR 2018 Borders Railway: What is the impact two years on? Rachel Thomas, Peter Brett Associates, Scott Leitham, Peter Brett Associates, and Rebecca Rossi, Transport Scotland 1 INTRODUCTION The Borders
More information1999 Reservations Northwest Users Survey Methodology and Results November 1999
1999 Reservations Northwest Users Survey Methodology and Results November 1999 Oregon Survey Research Laboratory University of Oregon Eugene OR 97403-5245 541-346-0822 Fax: 541-346-5026 Internet: OSRL@OREGON.UOREGON.EDU
More informationAuthors. Courtney Slavin Graduate Research Assistant Civil and Environmental Engineering Portland State University
An Evaluation of the Impacts of an Adaptive Coordinated Traffic Signal System on Transit Performance: a case study on Powell Boulevard (Portland, Oregon) Authors Courtney Slavin Graduate Research Assistant
More informationMerimbula Airport Catchment Research Study & Market Research Findings
Merimbula Airport Catchment Research Study & Market Research Findings Prepared for Bega Valley Shire Council 02-19 June 2015 Report Contents Objectives and Methodology Sydney bound travel patterns Melbourne
More informationTelecommunications Retail Price Benchmarking for Arab Countries 2017
Telecommunications Retail Price Benchmarking for Arab Countries 2017 Report from the AREGNET Price Benchmarking Study July 2018 Copyright Strategy Analytics, Inc. 1 ACKNOWLEDGEMENTS Teligen wishes to thank:
More informationThis Advisory Circular relates specifically to Civil Aviation Rule Parts 121, 125, and 135.
Advisory Circular AC 119-4 Revision 1 Passenger, Crew and Baggage Weights 28 October 2005 General Civil Aviation Authority Advisory Circulars contain information about standards, practices, and procedures
More informationAll Door Boarding Title VI Service Fare Analysis. Appendix P.3
All Door Boarding Title VI Service Fare Analysis Appendix P.3 Metro Board Report Los Angeles County Metropolitan Transportation Authority One Gateway Plaza 3rd Floor Board Room Los Angeles,
More informationAviation Trends. Quarter Contents
Aviation Trends Quarter 1 2013 Contents Introduction 2 1 Historical overview of traffic 3 a Terminal passengers b Commercial flights c Cargo tonnage 2 Terminal passengers at UK airports 7 3 Passenger flights
More informationEvaluation of High-Occupancy-Vehicle
TRANSPORTATION RESEARCH RECORD 1446 Evaluation of High-Occupancy-Vehicle Lanes in Phoenix, Arizona MARK J. POPPE, DAVID J.P. HOOK, AND KEN M. HOWELL High-occupancy-vehicle (HOV) lanes were first introduced
More informationMemorandum. Roger Millar, Secretary of Transportation. Date: April 5, Interstate 90 Operations and Mercer Island Mobility
Memorandum To: From: The Honorable Dow Constantine, King County Executive; The Honorable Ed Murray, City of Seattle Mayor; The Honorable Bruce Bassett, City of Mercer Island Mayor; The Honorable John Stokes,
More informationTourism Industry Council Tasmania Community Survey 2018 Research Report. May 2018
Tourism Industry Council Tasmania Community Survey 2018 Research Report May 2018 This report has been prepared by Enterprise Marketing and Research Services 60 Main Road, Moonah TAS 7009 All enquiries
More informationBus Passenger Survey spring 2015 results Centro - West Midlands PTE area
Bus Passenger Survey spring 2015 results Centro - West Midlands PTE area Contact: Murray Leader, Insight Team, Transport Focus Fleetbank House, 2-6 Salisbury Square, London, EC4Y 8JX Tel: 0300 123 0843
More informationANALYSIS OF THE CONTRIUBTION OF FLIGHTPLAN ROUTE SELECTION ON ENROUTE DELAYS USING RAMS
ANALYSIS OF THE CONTRIUBTION OF FLIGHTPLAN ROUTE SELECTION ON ENROUTE DELAYS USING RAMS Akshay Belle, Lance Sherry, Ph.D, Center for Air Transportation Systems Research, Fairfax, VA Abstract The absence
More informationAppendix 9. Impacts on Great Western Main Line. Prepared by Christopher Stokes
Appendix 9 Impacts on Great Western Main Line Prepared by Christopher Stokes 9 IMPACTS ON GREAT WESTERN MAIN LINE Prepared by Christopher Stokes Introduction 9.1 This appendix evaluates the impact of
More informationFuel Burn Impacts of Taxi-out Delay and their Implications for Gate-hold Benefits
Fuel Burn Impacts of Taxi-out Delay and their Implications for Gate-hold Benefits Megan S. Ryerson, Ph.D. Assistant Professor Department of City and Regional Planning Department of Electrical and Systems
More informationFIXED-SITE AMUSEMENT RIDE INJURY SURVEY, 2013 UPDATE. Prepared for International Association of Amusement Parks and Attractions Alexandria, VA
FIXED-SITE AMUSEMENT RIDE INJURY SURVEY, 2013 UPDATE Prepared for International Association of Amusement Parks and Attractions Alexandria, VA by National Safety Council Research and Statistical Services
More informationTimetable Change Research. Re-contact survey key findings
Timetable Change Research Re-contact survey key findings Key project objectives Measure the impact of the timetable changes on customers, what actions have they taken as a result Gauge how have the timetable
More informationBEMPS Bozen Economics & Management Paper Series
BEMPS Bozen Economics & Management Paper Series NO 35/ 2016 An investigation on tourism farms in South Tyrol Maria Giovanna Brandano, Linda Osti, Manuela Pulina An investigation on tourism farms in South
More information5 Rail demand in Western Sydney
5 Rail demand in Western Sydney About this chapter To better understand where new or enhanced rail services are needed, this chapter presents an overview of the existing and future demand on the rail network
More informationPredicting Flight Delays Using Data Mining Techniques
Todd Keech CSC 600 Project Report Background Predicting Flight Delays Using Data Mining Techniques According to the FAA, air carriers operating in the US in 2012 carried 837.2 million passengers and the
More informationEnvironmental Performance Evaluation of Ro-Ro Passenger Ferry Transportation
Environmental Performance Evaluation of Ro-Ro Passenger Ferry Transportation Authors: Hans Otto Holmegaard Kristensen (hohk@mek.dtu.dk) The Technical University of Denmark Constantin Hagemeister. Nordic
More informationNational Rail Passenger Survey: User Guidance Report. Autumn 2013 (wave 29)
National Rail Passenger Survey: User Guidance Report Autumn 2013 (wave 29) Rebecca Joyner Research Director Tel: 020 7490 9148 rebecca.joyner@bdrc continental.com Contents Page No. 1. Background... 1 2.
More informationFlight Arrival Simulation
Flight Arrival Simulation Ali Reza Afshari Buein Zahra Technical University, Department of Industrial Engineering, Iran, afshari@bzte.ac.ir Mohammad Anisseh Imam Khomeini International University, Department
More informationScrappage for Equality
Scrappage for Equality Calls continue to be made for the Government to sponsor a vehicle scrappage scheme to remove the most polluting vehicles from the parc. Previous RAC Foundation research has revealed
More informationEVALUATING THE IMPACT OF THE ECONOMIC CRISIS ON GREEK TOURISM: PUBLIC
EVALUATING THE IMPACT OF THE ECONOMIC CRISIS ON GREEK TOURISM: PUBLIC PERCEPTIONS AMONG ROMANIANS Ana Maria Tuluc Ph. D Student Academy of Economic Studies Faculty of Economics Bucharest, Romania Abstract:
More informationPassenger Focus Relationship between Customer Satisfaction and Performance CrossCountry. Date: 20 July 2010
Passenger Focus Relationship between Customer Satisfaction and Performance CrossCountry Date: July Spirella House, - Regent Street, London WB AH Tel: Fax: email: cdl@cdlgroup.co.uk www.cdlgroup.co.uk Document
More informationSeabee Assignment Tradeoffs
CAB D0007279.A2/Final January 2003 Seabee Assignment Tradeoffs Diana S. Lien Anita U. Hattiangadi 4825 Mark Center Drive Alexandria, Virginia 22311-1850 Approved for distribution: January 2003 Donald J.
More informationCustomer Satisfaction Tracking Annual Report British Columbia Ferry Services Inc.
Customer Satisfaction Tracking Annual Report 2007 British Columbia Ferry Services Inc. Presented to: British Columbia Ferry Services Inc. Victoria, British Columbia 02 10 West Second Avenue Vancouver BC
More informationEfficiency and Automation
Efficiency and Automation Towards higher levels of automation in Air Traffic Management HALA! Summer School Cursos de Verano Politécnica de Madrid La Granja, July 2011 Guest Lecturer: Rosa Arnaldo Universidad
More informationAbruzzo Airport. Commercial Policy Development Routes
Abruzzo Airport Commercial Policy Development Routes Abruzzo Airport's main objective is to stimulate the development of air traffic by encouraging carriers to operate new routes and upgrade existing ones,
More informationRail Update Station Usage Statistics and Network Rail Performance
Rail Update Station Usage Statistics and Network Rail Performance Committee Operations Date of meeting 26 January 2018 Date of report 21 December 2017 Report by Senior Director 1. Object of report To update
More informationTram Passenger Survey
Key findings Autumn 2015 Foreword Jeff Halliwell Now in its third year, our Tram Passenger Survey has covered passengers views of their journey in six network areas in Britain. For the second time this
More informationRunway Length Analysis Prescott Municipal Airport
APPENDIX 2 Runway Length Analysis Prescott Municipal Airport May 11, 2009 Version 2 (draft) Table of Contents Introduction... 1-1 Section 1 Purpose & Need... 1-2 Section 2 Design Standards...1-3 Section
More informationCustomer Satisfaction Tracking Annual Report British Columbia Ferry Services Inc.
Customer Satisfaction Tracking Annual Report 2003 British Columbia Ferry Services Inc. Presented to: British Columbia Ferry Services Inc. Victoria, British Columbia 402 1505 West Second Avenue Vancouver
More informationREPORT. VisitEngland Business Confidence Monitor Wave 5 Autumn
REPORT VisitEngland Business Confidence Monitor 2011 5-7 Museum Place Cardiff, Wales CF10 3BD Tel: ++44 (0)29 2030 3100 Fax: ++44 (0)29 2023 6556 www.strategic-marketing.co.uk Page 2 of 31 Contents Page
More informationCity tourism: a successful product
City tourism: a successful product Observation and analytical units. Tourist Destination Management (area 16) Inmaculada Gallego Galán and Ana Moniche Bermejo Department of Statistics and Market Research.
More informationTicket reservation posts on train platforms: an assessment using the microscopic pedestrian simulation tool Nomad
Daamen, Hoogendoorn, Campanella and Eggengoor 1 Ticket reservation posts on train platforms: an assessment using the microscopic pedestrian simulation tool Nomad Winnie Daamen, PhD (corresponding author)
More informationResidents Perceptions on the Effectiveness of Road Humps in Improving Malaysian Residential Environments
Proceedings of the 2 nd World Congress on Civil, Structural, and Environmental Engineering (CSEE 17) Barcelona, Spain April 2 4, 2017 Paper No. ICTE 124 ISSN: 2371-5294 DOI: 10.11159/icte17.124 Residents
More informationNetwork integration modelling of feeder and BRT(bus rapid transit) to reduce the usage of private vehicles in Palembang s suburban area
IOP Conference Series: Earth and Environmental Science PAPER OPEN ACCESS Network integration modelling of feeder and BRT(bus rapid transit) to reduce the usage of private vehicles in Palembang s suburban
More informationSERVICE RELIABILITY IN A NETWORK CONTEXT: IMPACTS OF SYNCHRONIZING SCHEDULES IN LONG HEADWAY SERVICES
0 0 SERVICE RELIABILITY IN A NETWORK CONTEXT: IMPACTS OF SYNCHRONIZING SCHEDULES IN LONG HEADWAY SERVICES Prepared for the rd Annual Meeting of the Transportation Research Board 0 Aaron Lee Delft University
More information(Also known as the Den-Ice Agreements Program) Evaluation & Advisory Services. Transport Canada
Evaluation of Transport Canada s Program of Payments to Other Government or International Agencies for the Operation and Maintenance of Airports, Air Navigation, and Airways Facilities (Also known as the
More informationDate: 11/6/15. Total Passengers
Total San Diego Metropolitan Transit System POLICY 42 PERFORMANCE MONITORING REPORT Page 1 of 6 OBJECTIVE Develop a Customer-Focused and Competitive System The following measures of productivity and service
More informationImplications obtained through the survey regarding overseas travel by LCC in Japan
(Title) Implications obtained through the survey regarding overseas travel by LCC in Japan market Author: Supervisor: Shoji Nomura Graduate School of Economic Science, Saitama University e-mail: nomura.shoji@gmail.com
More informationHEATHROW COMMUNITY NOISE FORUM
HEATHROW COMMUNITY NOISE FORUM 3Villages flight path analysis report January 216 1 Contents 1. Executive summary 2. Introduction 3. Evolution of traffic from 25 to 215 4. Easterly departures 5. Westerly
More informationOPTIMAL PUSHBACK TIME WITH EXISTING UNCERTAINTIES AT BUSY AIRPORT
OPTIMAL PUSHBACK TIME WITH EXISTING Ryota Mori* *Electronic Navigation Research Institute Keywords: TSAT, reinforcement learning, uncertainty Abstract Pushback time management of departure aircraft is
More informationDraft Concept Alternatives Analysis for the Inaugural Airport Program September 2005
Draft Concept Alternatives Analysis for the Inaugural Airport Program September 2005 Section 3 - Refinement of the Ultimate Airfield Concept Using the Base Concept identified in Section 2, IDOT re-examined
More informationAvailability of Proficient Entry-level Airline Pilots: A Factor in Four of Six Hiring Criteria Tested
Journal of Aviation/Aerospace Education & Research Volume 3 Number 3 JAAER Spring 1993 Article 9 Spring 1993 Availability of Proficient Entry-level Airline Pilots: A Factor in Four of Six Hiring Criteria
More information