mmmmMmmmm HD28 .M414 A FURTHER EXAMINATION OF THE DETERMINANTS OF JOB SATISFACTION IN PROGRAMMER/ANALYSTS David K. Goldstein November 1982 1370-82 Sloan WP CISR WP #96 // Center for Information Systems Research Massachusetts Institute of Technology Sloan School of Management 77 Massachusetts Avenue Cambridge, Massachusetts, 02139 A FURTHER EXAMINATION OF THE DETERMINANTS OF JOB SATISFACTION IN PROGRAMMER/ANALYSTS David K. Goldstein November 1982 1370-82 Sloan WP CISR WP //96 // D. K. Goldstein 1982 Center for Information Systems Research Sloan School of Management Massachusetts Institute of Technology I FEB 2 8 1983 \ ABSTRACT In programmer/analysts job itself feedback - examining research the past, has the research by examining programmer/analysts' job the of job satisfaction and - identity, task task significance, autonomy, job satisfaction. effects relationships job on with peers. satisfaction co-workers, of project certain aspects leadership leaders, and users. questionnaire measuring job characteristics, role conflict and characteristics, and job programmer/analysts at an insurance company. and of role role ambiguity, and quality of leadership provided by supervisors and and A and This paper extends the previous Specifically, the paper examines the relationship between job satisfaction and conflict in focused on the relationship between characteristics of the such as skill variety, from determinants the leadership characteristics. variables correlated more satisfaction was administered The results indicate highly The implications of these results ambiguity, that to both 25 role with job satisfaction than job for both information managers and researchers are discussed. 0745327 systems The study of job satisfaction and its determinants examining 3000 articles have been written satisfaction job specific types of workers of (Couger and Zawacki, almost I98O), is that, as of in general satisfaction (Locke, research no major research area a One estimate psychology. organizational and industrial is 1976. over and the With one major exception 1976). conducted been has in job the on satisfaction of programmer/analysts. There are strong reasons for studying job satisfaction and its determinants in satisfaction is programmer/analysts. turnover I976). (Locke, outcome several negatively correlated with have researchers First, Turnover is shown variables, of special job that such absenteeism as relevance for MIS managers, due to the shortage of experienced programmer/analysts and the high cost h i and of training new between job res. Second, there evidence some is satisfaction and productivity. been there that is relationship a systems development, productivity improvement has In traditionally obtained through the introduction of new productivity aids, such as higher languages level could satisfaction structured and development also be an important 'tool' for and Zawacki hypothesize that improved motivation improving productivity. much performance productivity or Sheridan and Slocum, Third, it about debate is 1975; important programmer/analysts to the Wanous, gain the better introduction of a new tool or technique. increasingly popular in direction the of (Bagozzi, link I980, is, between Chapter 10; 197'*)' study a and satisfaction job and to strength could There lead to a reduction in the large backlog of systems awaiting development. however, Couger programmer/analysts among job Improving methods. determinants of job satisfaction understanding of the effects the Productivity improvement aids are becoming data processing organizations. Page of in 2 (See Goldstein, 1982a and Martin, development.) on the use of the There is, however, a these of tools could use these of satisfaction, increases aids level impact of programmer/analysts If on system aids such (Kraft, 1977). However, we could argue that satisfaction job more manageable. then its personnel their Some researchers have argued that to a decrease in job satisfaction. lead and controversy concerning the impact of these aids reduces the skill programmer/analysts if examination job satisfaction of programmer/analysts. the which an for I982 making by the job of the use of productivity aids decreases job Alternatively, costs could outweigh its benefits. job satisfaction increases with the use of productivity aids, this would provide further evidence for those advocating its use. This paper describes This study, a a study extending Couger and Zawacki's previous survey of job satisfaction in programmer/analysts, examines several variables not considered in the Couger and Zawacki study. survey in perspective, work the of Following this, two sets of variables hypothesized Finally, to research. be - these In researchers role variables and order place to the first be reviewed. will leadership variables important determinants of job satisfaction, will be introduced. the results of a on job satisfaction, will survey designed to examine the impact of these variables be presented and analyzed. OVERVIEW Hackman and Oldham's (I976, Couger and Zawacki (Evans, Kiggundu, and House, (1980), is I98O) Job Characteristic Model, the model used by the dominant paradigm in the literature on job design 1979). The premise of the model is that personal and work related outcome variables, such as job satisfaction and work effectiveness, are Page 3 - related to objective characteristics of the job. dimensions skill variety, - from the job itself - states - task identity, The model focuses on five core job task significance, autonomy, and feedback that are hypothesized to be related to three key psychological experienced meani ngf ul ness of the work, experienced responsibility for the These psychological states are, work, and knowledge of results. personal and work related outcomes, turn, in related to These relationships including job satisfaction. are moderated by an individual's knowledge and skill, growth need strength (need for personal accomplishment), and satisfaction with his or her job contexts, such as pay and supervision. In a professional and technical employees in their reactions to their job (See other There was almost no difference between the two groups Table 1). dimensions, job data indicated that d. p. professionals were very similar presented by Couger and Zawacki to programmer/analysts, survey of over 1000 programmers, analysts, and or in from agents, growth need strength, or supervisor feedback Programmer/analysts satisfaction. core five the in did, however, experience higher job general and lower satisfaction with their co-workers than other professionals. satisfaction One possible explanation for the higher job satisfaction is the newness of the processing field. Couger Zawacki and found This in is in therefore, that the model individuals is was working developed to study more or less alone" not necessarily true in systems .'0) Improvements "jobs that Page k jobs, provides Hackman and Oldham state are done (Hackman and Oldham, development itself job the motivation and satisfaction for the worker. the and .26 lead to improved job satisfaction. The Job Characteristic Model, however, assumes that of (between agreement with the findings of Hackman and Oldham (1975)- the core dimensions should, most positive correlations significant between ratings on the job dimensions and job satisfaction data where independently I98O, page 6I) . by This programmer/analysts TABLE 1. COMPARISON OF JOB CHARACTERISTIC DATA FOR PROGRAMMER/ANALYSTS AND OTHER PROFESSIONAL AND TECHNICAL WORKERS PROGRAMMER/ANALYSTS VARIABLE OTHER PROFESSIONAL AND TECHNICAL WORKERS The individual. of roles explicitly considers the interactions of a worker study with others, whereas the study of jobs concentrates on the worker and tasks the organizations has led more to a complex a is conflict and ambiguity found and she performs. or there where development, he and great specialized i jobs, such systems as nterdependency among people. these jobs can be a major source of personal in a note that the growth of Kahn, et al. deal of between relationship The stress important determinant of job satisfaction. their research, Kahn, et al. In ambiguity - as potential sources incongruity or incompatibility person" focal (Bostrom, components of role conflict. stress. of in I98O, identify two variables Role - role conflict and role conflict degree "the is of the expectations or requirements communicated to a page 92). These researchers have identified several They are: person-role conflict - the extent to which role expectations are with the orientations, standards, or values of the focal person. intrasender conflict - the extent to which role requirements with the resources or capabilities of the focal person. incongruent are incompatible or expectations intersender conflict - the extent to which role requirements from one party oppose those from one or more other parties. role overload - the extent to which the various role expectations communicated the focal person exceed the amount of time available for their to accomplishment (Bostrom, 1980, page 93)- Role ambiguity his role]" (Bostrom, it I98O, difficult for the person to fulfill the requirements to be spanning, Specifically, they et al. found role conflict dealing with high people role outside conflict of the person's and ambiguity in a role and high among people whose job required being innovative or found [of page 93). their study of various jobs, Kahn, ambiguity boundary "the degree to which desired expectations are vague, ambiguous, or thereby making unclear, In is work involved group. job called "IBM Converter," which involved "developing computer programs that will make some of Page 6 the work departments other of electronic equipment" [within (Kahn, similar to the work that is et al., organization] an 196'+, ambiguity in user-designer 75 This page ll6). type dyads examined role (I98O) designer involved in his or her job satisfaction. and correlations between Bostrom' variables these consistent are results s examined the relationship between different types House and Rizzo, A Miles, 1972; second extension role the to Job The programmer/analyst's supervisor determinant satisfaction. effort, job of involving interactions and much of the is very and role systems maintenance. He found ambiguity felt by He also found significant negative user's the information satisfaction. with the findings of other researchers who have 1976; characteristics. leadership and variables jobs and organizations of job of conflict significant negative correlations between the role conflict and the to processing by currently performed by programmer/analysts. some more recent research, Bostrom In amenable and interaction job (e.g. satisfaction in many Rizzo, House, and Lirtzman, 1970; and Schuler, Aldag, and Brief, Characteristic quality peers Since of is team the is inclusion provided leadership another systems among Model 1977). potentially development members, leadership and guidance provided by the a is by of a significant usually quality a of team the programmer/analyst's supervisor and peers could be important determinants of the programmer/analyst's job sat sf act ion. i The relationship between leadership and organizational has been well documented. (1966) studies. found that In and personal outcomes reviewing the leadership research. Bowers and Seashore four characteristics of leadership behavior were common to many They are: support - behavior that enhances someone else's feeling of personal importance. Page 7 worth and interaction facilitation - behavior that encourages members of the mutually satisfying relationships. [worl<] group to develop close, goal emphasis - behavior that stimulates an enthusiasm for meeting the goal or achieving excellent performance. group's work f ac behavior that helps achieve goal tat ion attainment by such activities as scheduling, coordinating, planning, and by providing resources such as tools, materials, and technical knowledge (Bowers and Seashore, page i 1 i 2^7). These four characteristics can be used to examine the quality of leadership provided by both (1966) the supervisor and the peers of a programmer/analyst. significant found positive correlations between Bowers and Seashore measures these of characteristics and job satisfaction and performance. The survey described below examines relative the importance of job characteristics, role perceptions, and leadership characteristics as determinants of job satisfaction programmer/analysts. in Based on the boundary spanning nature of programmer/analysts' jobs, and the high level of team interaction needed development, it characteristics hypothesized is of supervisor that and role peer conflict, leadership role in systems ambiguity, and the discussed above will be significant determinants of job satisfaction in programmer/analysts. RESEARCH METHOD Subjects and Procedure Data were collected from 25 programmer/analysts at a large Northeast company. of The programmer/analysts were involved in insurance new systems development, mostly large transaction processing systems. The questionnaire used to collect the data was administered setting to three groups of between seven and ten subjects at Page 8 a time. in a classroom The procedures recommended by Hackman and Oldham (I98O, Appendix were followed D) in administering the questionnaire. Measures Role Conflict and Role Ambiguity eight - The role conflict measure item scale developed by Rizzo et al. that the scale could separated be Miles and Perrault (1970). subscales into components of role conflict identified by Kahn, et al. used to measure satisfaction in in this a study. overload, role was study of programmer/analysts A measures that {]3Gk) (Bostrom, on found (1976) each an the of The fourth subscale, . correlated significantly not based is and is 198O) job with included not sample item for each subscale, with the number of items in the subscale in parentheses, follows: person-role conflict differently." (2) - "I have to do things should that be intrasender conflict (2) - "I receive an assignment without adequate and materials to execute it." intersender conflict (k) person and not by others." "\ do things that are apt to The six item role ambiguity measure developed by Rizzo, et A sample item follows: Schuler, Brief and Aldag al resources accepted be . done by used. is (1970) one "There are clear planned goals and objectives for my job." (1977) conducted a scale analysis of both the role conflict and role ambiguity measures and recommended their continued use. Supervisor and Peer Leadership Measures Seashore (I966) characteristics. the four are used to measure - The scales developed the supervisor The first set of scales consists of thirteen supervisor leadership characteristics. items that measure the four characteristics of peer leadership items follow: Page 9 and Bowers by peer items and leadership that measure The second set consists of eleven leadership. Sample supervisor support goal thei r "To what extent - is your supervisor friendly and easy to approach?" emphasis - "To what extent does your supervisor encourage people best effort?" work f ac tat ion - "To what extent improve your performance?" i 1 supervisor your does i show Hunt and identified in the Ohio State leadership behavior description - characteristic Each - to the scales. "The job requires me to use (JDS) measured is number of complex a provides with Sample items follow: three questions from two different sections of the survey. var iety (LBDQ) Hackman and Oldham's Job Diagnostic Survey measures of the five job characteristics. skill how give found these characteristics similar to the characteristics (1976) Job Characteristics you encourage interaction facilitation - "To what extent does your supervisor people who work for him to work as a team?" Yunger to high-level or skills." task identity - "The job is arranged so that entire piece of work from beginning to end." task significance - "This job is one where affected by how well the work gets done." autonomy - I do not have the chance to do of lot a other people can an be "The job requires a lot of cooperative work with other people." feedback from the job itself - "Just doing the work required provides many chances for me to figure out how well am doing." the job measure job by I Job Satisfaction satisfaction. scale. job, The - Four scales measure principle from is the are JDS used to Hackman and Oldham's general satisfaction The other scales measure satisfaction with the opportuni ty of growth in with co-workers, and with supervision. A the sample item for each scale, with the number of items in the scale in parentheses, follows: general job." satisfaction (5) - "Generally speaking, I am very growth satisfaction (h) - "How satisfied are you with the growth and development you get in doing your job?" Page 10 satisfied amount of with my personal 1 . co-worker satisfaction (3) - "How satisfied are you with the people you talk to and work with on your job?" supervisor satisfaction (3) - "How satisfied are you with the amount of support and guidance you receive from your supervisor?" Other Measures included The other scales found in the long form of the internal work motivation, security satisfaction, identified Hackman by and Oldham also are JDS growth need strength, pay and job measure They questionnaire. the in - states and the three psychological These scales permit comparison of the (I98O). results of this survey to the findings of Couger and Zawacki (I98O) and Hackman and Oldham {I98O) RESULTS Means, standard deviations, scales and subscales used are within the Brief, and reliabilities Table Couger and 3 - internal consistent in 1977; reliabilities (Hackman previous studies Yunger and Hunt, 1976). and are consistent (1978) Oldham, and the for Most reliabilities the study are presented in Table 2. satisfactory range specified by Nunnally with results presented Aldag, in and Schuler, 1975". Three variables had unacceptable skill variety, person-role conflict, and peer goal emphasis. presents comparisons of this data with the data obtained Zawacki (I98O) and Hackman and Oldham (I98O) , In in general, studies by this sample scored lower than either of the other samples on measures of job characteristics and outcomes. others The sample did, however, significantly score than the Hackman and Oldham sample, higher on dealing With indicating that systems development jobs involve more interactions with co-workers and other members of the organization than the jobs performed by other technical and professional workers. Page 1 Even though there TABLE 2. SUMMARY STATISTICS FOR DEPENDENT AND INDEPENDENT VARIABLES TABLE 3. COMPARISON OF THIS JOB CHARACTERISTIC DATA WITH PREVIOUS STUDIES CURRENT STUDY VARIABLE SKILL VARIETY MEAN STD DEV COUGER AND ZAWACKI STUDY MEAN STD DEV HACKMAN AND OLDHAM STUDYa MEAN STD DEV 4 TABLE 4. CORRELATION OF DEPENDENT VARIABLES WITH SATISFACTION VARIABLES GENERAL SATIS. SUPERVISOR SATIS. -27 -10 -08 .37 .30 -45 .51 -27 -37 .35 .kh -H • ROLE AMBIGUITY PERSON-ROLE CONF. INTRASENDER CONF. INTERSENDER CONF. ROLE CONFLICT 1 -51 .33 .57 -40 -.72 -.49 -.46 -.45 -.57 -.89 -.54 -.46 -.45 --58 -.59 -.45 -.40 SUPPORT GOAL EMPHASIS WORK FACIL. INTERACTION FAC. .46 .56 .53 .59 .29 .41 .52 .54 .63 .24 SUPERVISOR SUPPORT SUP. GOAL EMPHASIS SUP. WORK FACIL. SUP. INTERACTION FAC. .36 .52 .57 .50 .40 .54 .72 .35 .39 .i^ .64 -32 Note: -35 .50 .5^ -.61 -.63 -.27 -.54 -.58 -.31 -.45 -38 .29 -29 .10 -59 .17 .68 .51 .74 .48 r>.33 are significant at the .05 level general, the role variables correlated slightly higher with the satisfaction variables than either the peer variables. supervisor or leadership variables. The lowest with satisfaction were consistently found among the job characteristic correlations general CO-WORKER SATIS. SKILL VARIETY TASK IDENTITY TASK SIGNIFICANCE AUTONOMY FEEDBACK FROM JOB PEER PEER PEER PEER In GROWTH SATIS. For example, satisfaction leadership, and the average correlation of was .29f supervisor while leadership the the job characteristics with average correlations of the role, peer variables, were .53i .49. and .49. respectively. Tables 5. 6, and The i 7 ntercorrelat ions between .35 and .72, present the among role i ntercorrelat ions of the independent and variables. leadership variables were relatively high, indicating that high levels of role conflict and role ambiguity tend to occur together, as do high levels of peer and Page 14 supervisor leadership. The TABLE 5. INTERCORRELATIONS AMONG JOB CHARACTERISTICS i • ntercorrel at ons among the job characteristics were lower, varying between -.07 and i 52. Correlations among the dependent variables are presented in There significant, are perceptions between correlations weak characteristics, leadership and relatively but variables role both characteristics. job leadership and and 8 between correlations and Tables 9- role The variables tended to be much stronger. This prompted further investigation into the role characteristics, perceptions, relationship House and Rizzo (1972) job satisfaction. and leadership between observed that the relationship between leadership variables and job satisfaction moderated That is, positive leadership characteristics reduce variables. role by role conflict and ambiguity is and lead increased to satisfaction. This can be diagrammed as follows: _\ / role conf 1 i ct eadership_ character sties _\ 1 job / satisfaction i \ rol e / ambiguity This finding analysis found conflict or is Table in 10. ambiguity role characteristic confirmed in the and reduced for role conflict, in leadership variables and First between order The general In satisfaction three Page l6 correlations cases, is between were leadership correlations partial indicating that role ambiguity controlling for both role variables. correlation a order general, smaller than first intervening variable than role conflict. eight partial the by relationship the satisfaction. general study cases but one, controlling for either role all In controlling for role ambiguity were, controlling present a partials more important seven of the greatly reduced when controlling for both role ABLE 8. CORRELATION TABLE 10. PARTIAL CORRELATIONS OF LEADERSHIP CHARACTERISTICS AND GENERAL SATISFACTION CONTROLLING FOR ROLE CONFLICT AND AMBIGUITY GENERAL SATISFACTION The most significant of the conclusions adequate not examining for programmer/analysts. conclusion. The with others scale, dealing provide to the average score of managers score for other of this measure satisfaction (6.4) technical workers (Hackman and role and in this survey and (5.8), Oldham, and is well I98O). leadership 'more or Their average score and salespeople (6.^*) (6.3) than were interactions of the less alone' is as more similar average the to correlations (5.6) between consistently correlations between job satisfaction and job characteristics. the in on above the national norm Second, variables highly scored indicating that they do not work required by the Job Characteristic Model. satisfaction job of is great deal of evidence to support this a the programmer/analysts First, that the Job Characteristic Model determinants the data is job higher than This indicates that programmer/analysts with others are more important sources of satisfaction for these workers than the characteristics of the tasks they perform. finding This redesigning important is for researchers and managers the Job Characteristic Model were to be used as the sole basis If for work redesign, the redesign would focus on job enrichment. example, For programmer/analyst complete a control possible of a project from systems analysis through testing. identity, like this, would This the tasks performed by programmer/analysts to improve some of characteristics. task in work performed by programmer/analysts to increase job satisfaction the and productivity. changing interested and autonomy work redesign specific part of the five job could a involve give each systems development This should increase skill leading to increased job satisfaction. A variety, job change however, will affect the interactions between programmer/analysts, users, and project leaders. It could lead to reduced job satisfaction by increasing conflict between users and the programmer/analyst and by increasing the ambiguity the programmer/analyst's job. Page 19 the in redesign Work perspective, programmer/analysts for approach as advocated by Cherns approach information is examination based on an among those involved i systems in systems 1 appropriate. and technical development broader a i interactions the of take soc o-techn ca A and others would be more (1976) to work redesign focuses on both the social Work redesign therefore, concentrating on job enrichment. just not should, aspects of work. and well as This the as flow of the tasks performed by programmer/analysts. A second important result of this study is the significance of role perceptions Strong correlations between role ambiguity and as determinants of job satisfaction. job satisfaction and slightly weaker correlations satisfaction support Bostrom's findings (I98O) in between conflict role his study of systems designers and are consistent with results obtained by Rizzo, House, and Lirtzman Rizzo and (1972), Schuler, different types of jobs. satisfaction indicate Aldag, Brief and reducing role effective way to improve job satisfaction in conflict perceptions role ambiguity and role conflict and ambiguity is the use of user team. These programmer/analysts. liaisons could people act programmer/analysts. the amount of job and could be an that could made Some organizations them part of the liaisons between the user group and the as By facilitating communication reduce process liaisons. have trained members of user groups in systems design and development House and programmer/analysts. One change in the organization of the systems development reduce (1970), studies involving many in (1977) The high correlations between that job and between the two groups, the intersender role conflict perceived by the They could also reduce role ambiguity by eliminating some of This result also has implications for researchers interested in the effects of the less well-defined tasks that the programmer/analysts perform. productivity aids on job satisfaction. Many productivity aids now being used add Page 20 structure programmer/analysts and analysis and design development (Kraft, characteristics providing by (Goldstein, 1977) If this were will lead to the rout case the could identity also would we The programmer/analysts' imposing the guidelines that are guidelines part i ni use the zat on of systems i several expect job skill variety could be Their autonomy could be reduced productivity the of for language for documenting systems formal reduced by making systems development more routine. by providing by Some researchers have argued that aids affected. be to • process a 1982a). productivity structured these of development systems the to Their aid. task reduced by splitting the development process into smaller be pi eces. These productivity aids, satisfaction, 1982a) - if we have found that using one class of productivity aids communication facilitated therefore, better a understanding intrasender conflict role programmer/analyst and This author user's the of between users and systems developers. what of by they by effect business be doing. increasing the of could third result of this study lead resources increased to with a They could lead to reduced increasing their capabilities. aids productivity and These aids could, available to They could also lead to reduced intersender role conflict by improving communications with users. use (Goldstein, programmer/analysts should job on structured analysis methods - lead to reduced role ambiguity by providing understanding opposite the role perceptions into account. take gave programmer/analysts better could however, job Thus, the satisfaction in programmer/analysts. A characteristics, role perceptions, concerns and especially role causal and job satisfaction. analysis in Table 10 supports the findings of perceptions, the House and link between leadership The partial correlation Rizzo (1972) that role ambiguity, act as intervening variables between Page 21 leadership characteristics and job satisfaction. characteristics leadership of pair This measure that especially is supervisor facilitation - scheduling, and organizing work for the programmer/analyst. amount the aid of peers increase in the amount of aid provided decrease perceived by programmer/analysts, which - and to could, for peer the work planning, in This indicates that an could peers and cause a lesser extent role conflict a cause turn, in and provide supervisors supervisors by amount of role ambiguity the in and true increases an - in programmer/analysts' job satisfaction. Leadership training could, therefore, be an important method for improving satisfaction job possibly and productivity the programmer/analysts. of programmer/analysts and project leaders have a great deal of technical programming systems and design. training systems design, systems analysis, and project management. project organizing, and controlling work programmer/analysts and - project and leaders in these in to areas - Training interpersonal skills. in reduced role conflict and ambiguity and indirectly Since in then to These programmer/analysts are lacking training and experience in management leaders Many Many have technical degrees and have followed a career path that leads from program maintenance to program development and and the planning, of both could lead directly to improved satisfaction. job these skills will make programmer/analysts and project leaders more effective carrying out jobs, their this training also could lead to improving the productivity of programmer/analysts and the quality of the systems they develop. At this point it is of partial correlations. act intervening as important to interject a word of caution concerning the use Even though it is logical variables between satisfaction, the direction of this causal by a partial correlation analysis. to assume that role leadership characteristics link cannot be determined with The Page 22 data in Table perceptions 10 and job certainty could also be used to support the hypothesis that leadership characteristics act as intervening between perceptions role and job satisfaction. longitudinal study A variables is needed to links between the variables. determine with certainty the direction of the causal Implications for Future Research The conclusions discussed determinants of satisfaction job highlight above in importance the of studying the programmer/analysts and the need for further This section discusses some specific research projects research in this area. that explore further some issues raised in the previous section. One research project that should be undertaken is a replication of this There limitations several are replication. First, programmer/analysts in certain not is it that study this to sample the if point up is the that company, the the results might not hold for other companies, study involved were in studied programmer/analysts of in especially for companies Third, all programmer/analysts The results might differ systems development. involved could (I98O) Second, since the sample was chosen from one was atypical. other industries and other parts of the country. this for a The small number of subjects and the fact that the general. sample need representative subjects scored lower than the norms established by Couger and Zawacki mean study. maintenance. systems Fourth, if the in in we low reliability of some of the scales reduces our ability to interpret results involving scales. those Ideally, programmer/analysts different parts replication of the country. study this variety of organizations, in a of a in would different involve surveying industries and in would allow us to determine the external This validity of our results. A certain second area where research environmental factors is on warranted job is the examination of the effects satisfaction Page 23 and its determinants. of For a between programmer/analysts systems maintenance. We might routine. find differences the job in systems development and those involved in maintenance programmer/analysts programmer/analysts maintenance that characteristics, because they deal can second topic that productivity and productivity is a former research Recent could This correct. is a survey in by Bagozzi mean that more the previous and others increasing for the reverse is productivity the true indicate that the of Before we can test this programmer/analysts (see Jones, must be I98I for no single agreed upon measure has been developed. summary of this research) is between link great deal of debate as to whether (I98O) productivity the is Although there has been much research in this area developed. measure There a lead to increased satisfaction. could hypothesis, an adequate measure of a with examined determinant of job satisfaction or whether 1976). is be satisfaction. job programmer/analysts a derive improving systems development jobs, section for (Locke, be improving systems maintenance jobs would be different than the strategies recommended A would in less with people outside this were the case the strategies needed for If satisfaction programmer/analysts, because their jobs are more development job their work group. involved likely that is also from satisfaction It than satisfied less examine survey could be used to example, Once found, a survey could be used to examine the strength and direction of the link between productivity and job satisfaction. There are several areas where longitudinal research can be used to examine satisfaction. productivity controversy One aids as to area on job in importance satisfaction. whether decreased job satisfaction. change particular of the A use As is longitudinal study the study of the effects of mentioned productivity of could above, there 2^4 is some aids leads to increased or be used to job satisfaction attributed to the use of productivity aids. Page job examine the This author (Goldstein, has presented the design of such a study. 1982b) Longitudinal research can also be used to examine the effects of other in or For example, we might want to study the organizational changes on job satisfaction. change job job sat s'^act on, role perceptions, and leadership characteristics caused i i by giving programmer/analysts and project recommended in the previous section. leaders a leadership training course as We might also want to examine the effects of introducing user liaisons on role perceptions and job satisfaction. As can be seen answers. It in this section, highlights the this study importance raises many as of the quality of questions as leadership provided by project leaders and co-workers, and of the interactions of programmer/analysts others as determinants of job satisfaction. It in programmer/analysts. 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