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Organizational commitment, job satisfaction, and turnover intention of missionaries.

Affective affective /af·fec·tive/ (ah-fek´tiv) pertaining to affect.

1. Concerned with or arousing feelings or emotions; emotional.

 organizational commitment In the study of organizational behavior and Industrial/Organizational Psychology, organizational commitment is, in a general sense, the employee's psychological attachment to the organization. , job satisfaction and turnover intention were surveyed in 468 missionaries. Tenure in the organization was a stronger predictor of organizational commitment, job satisfaction and turnover intention than was age (i.e., Generation X vs. older generations). Three models relating job satisfaction and affective organizational commitment to turnover intention were tested using structural equation modeling Structural equation modeling (SEM) is a statistical technique for testing and estimating causal relationships using a combination of statistical data and qualitative causal assumptions. . When balancing model fit, and simplicity, one model was preferred-the model in which job satisfaction predicted affective organizational commitment, which in turn explained turnover intention. Mission agencies are encouraged to give greater attention to tenure than to age and to not ignore the role that job satisfaction plays in members' commitment to the organization and intention to leave.


The entry of younger workers into the workplace, and specifically into mission agencies, has been both the cause of celebration and some hand wringing wring  
v. wrung , wring·ing, wrings
1. To twist, squeeze, or compress, especially so as to extract liquid. Often used with out.

 by those of older generations. On the one hand young workers offer new energy and vigor VIGOR Internal medicine A clinical study–Vioxx GI Outcomes Report comparing a proprietary COX-2 inhibitor to standard NSAIDs , yet those of the younger generation, often labeled Generation X, have been accused of having such different values and motives than previous generations that the two generations have difficulty communicating and working together. However, are these conflicts rightly to be attributed to generational differences, or are they merely the byproduct by·prod·uct or by-prod·uct  
1. Something produced in the making of something else.

2. A secondary result; a side effect.

Noun 1.
 of less job experience and fewer years of job tenure? Tenure is used in the industrial/organizational literature to refer to the number of years that someone has been formally affiliated with an organization, such as being an employee. The present article contrasts the role of tenure in missionary Missionary
Aubrey, Father

converts savages to Christianity. [Fr. Lit.: Atala]

Boniface, St.

missionary to the German infidels in 8th century. [Christian Hagiog.: Brewster, 271]

Davidson, Rev.
 organizational commitment, job satisfaction and turnover intention with differences in the age of missionaries.

The applied research reported in this article follows the recommendation of Jensma, Pike pike, in zoology
pike, common name for the family Esocidae, freshwater game and food fishes of Europe, Asia, and North America. The pike, the muskellunge, and the pickerel form a small but well-known group of long, thin fishes with spineless dorsal fins,
, Duerksen, and Strauss (1997) that "research must meet needs felt by the mission board. Furthermore, adequate feedback must be promised so that the board believes that it, not only the researcher, will profit from the data" (p. 386). In the summer of 2000, I was approached by WEC WEC World Energy Council
WEC World Extreme Cagefighting (mixed martial arts sport)
WEC World Enduro Championship (FIM Motorcycle Event)
WEC World Environment Center
WEC Washington Environmental Council
 (Worldwide Evangelization e·van·gel·ize  
v. e·van·gel·ized, e·van·gel·iz·ing, e·van·gel·iz·es
1. To preach the gospel to.

2. To convert to Christianity.

To preach the gospel.
 for Christ) International, an interdenominational in·ter·de·nom·i·na·tion·al  
Of or involving different religious denominations.


among or involving more than one denomination of the Christian Church

, multinational mission agency (, because they were concerned about the cross-cultural adjustment of their younger missionaries but more importantly their assimilation Assimilation

The absorption of stock by the public from a new issue.

Underwriters hope to sell all of a new issue to the public.
See also: Issuer, Underwriting

 into the organizational culture This article or section is written like an .
Please help [ rewrite this article] from a neutral point of view.
Mark blatant advertising for , using .
 of WEC, an established mission agency dating back to 1913 (WEC, 2006). Leaders in the organization had noticed that some new recruits from Generation X (Gen Xers) were experiencing conflict with the older missionaries and thus leaving the organization. Although the mission agency worried about generational differences (that is, the effect of age) in organizational commitment, job satisfaction, and turnover intention, a second issue explored in this article is the effect of job tenure on these variables. Finally three models of the relationship among organizational commitment, job satisfaction, and turnover intention will be compared.

Generational Differences

Although there are no universally accepted definitions of when specific generations end and begin, one way to classify clas·si·fy  
tr.v. clas·si·fied, clas·si·fy·ing, clas·si·fies
1. To arrange or organize according to class or category.

2. To designate (a document, for example) as confidential, secret, or top secret.
 Baby Boomers See generation X.  is those born during the two decades after World War II (1946-1964). After the spike A burst of extra voltage in a power line that lasts only a few nanoseconds. See power surge, power swell, sag and surge suppression.

(jargon) spike - To defeat a selection mechanism by introducing a (sometimes temporary) device that forces a specific result.
 in birth rate that characterized char·ac·ter·ize  
tr.v. character·ized, character·iz·ing, character·iz·es
1. To describe the qualities or peculiarities of: characterized the warden as ruthless.

 the Baby Boom, the following generation had lacked a name and thus many have referred to this cohort cohort /co·hort/ (ko´hort)
1. in epidemiology, a group of individuals sharing a common characteristic and observed over time in the group.

 as Generation X. Valenti's (2001) review of 22 articles found that the most common starting date for Gen X See generation X.  was 1965, although some defined it starting as early as 1961. He found much less agreement about the ending year of Gen X, ranging from 1976 to 1985.

Missionaries and business personnel have concerned themselves with understanding Gen Xers. For example, O'Bannon (2001) found differences in communication patterns and workplace expectations between Gen Xers and Boomers, with Gen Xers complaining that they are not given the respect and attention that they deserve. Yet, they do not have the same long-term organizational commitment that the previous generation had. O'Bannon claims that Xers value balance in life and flexibility more than Boomers, who perceive themselves as more committed to their work. Likewise, Raymo (1996) documented challenges that Gen Xers face in missions: More than previous generations, they tend to be disillusioned dis·il·lu·sion  
tr.v. dis·il·lu·sioned, dis·il·lu·sion·ing, dis·il·lu·sions
To free or deprive of illusion.

1. The act of disenchanting.

2. The condition or fact of being disenchanted.
 about the future, reject spiritual absolutes in favor of a more privatized religion, come from dysfunctional families dysfunctional family Psychology A family with multiple 'internal'–eg sibling rivalries, parent-child– conflicts, domestic violence, mental illness, single parenthood, or 'external'–eg alcohol or drug abuse, extramarital affairs, gambling,  and are driven by personal experience and emotional involvement. A core workplace anxiety about Gen Xers stems from supervisors' assumption "that X'ers, as a defining characteristic, lack loyalty and commitment towards organizations" (Valenti, 2001, p. 5, author's italics).

Given these characteristics, there is little wonder that supervisors are concerned about their new workers, but should they? Is Gen X significantly different from previous generations when they, too, were young? In contrast to the generational explanation, Valenti (2001) found that career stage (i.e., tenure) was more important in explaining organizational commitment than was generational status. Given that Xers were still early in their careers when much of the research to date had been conducted, it is not surprising that generational effects have covaried with career stage, making it difficult to tease apart Verb 1. tease apart - disentangle and raise the fibers of; "tease wool"
loosen, tease

unsnarl, disentangle, straighten out - extricate from entanglement; "Can you disentangle the cord?"
 these effects. In one of the first studies to control for career stage when comparing generations, Valenti assessed both career stage and three types of organizational commitment (Allen & Meyer, 1990): affective (emotional identification with and attachment to the organization), continuance The adjournment or postponement of an action pending in a court to a later date of the same or another session of the court, granted by a court in response to a motion made by a party to a lawsuit.  (commitment to stay with the organization because viable alternatives are lacking), and normative nor·ma·tive  
Of, relating to, or prescribing a norm or standard: normative grammar.

 (one is obligated ob·li·gate  
tr.v. ob·li·gat·ed, ob·li·gat·ing, ob·li·gates
1. To bind, compel, or constrain by a social, legal, or moral tie. See Synonyms at force.

2. To cause to be grateful or indebted; oblige.
 to remain loyal to an organization). By controlling for career stage, he concluded that "X'ers are no different from past generations in the experience of Affective Commitment [but] ... experience less Continuance Commitment than past generations" (Valenti, 2001, p. 116). Once they are established in their career, they have the same levels of normative commitment. Thus by isolating the effect of career stage on organizational commitment, he found that Xers develop a similar emotional bond to their organization and feel just as obligated to remain a part of it as did those from earlier generations; thus, job tenure, not generational status, provided the more useful causal explanation.

Age vs. Tenure

Among missionaries, Gish (1983) investigated the relationship between stress, age and tenure. She found missionaries' age inversely in·verse  
1. Reversed in order, nature, or effect.

2. Mathematics Of or relating to an inverse or an inverse function.

3. Archaic Turned upside down; inverted.

 related to their reported level of stress. Missionary tenure was negatively related to some areas of stress and positively to others; but no consistent pattern emerged relating tenure to stress. Andrews (1999) reported high levels of satisfaction among missionaries in terms of their ministry role and their status of being a missionary, both of which correlated cor·re·late  
v. cor·re·lat·ed, cor·re·lat·ing, cor·re·lates
1. To put or bring into causal, complementary, parallel, or reciprocal relation.

 positively with perceived support by their mission agency.

Job Satisfaction. There is a complex relationship between job satisfaction and time-in some studies age predicts job satisfaction and in other research job tenure provides a better clue for understanding job satisfaction. The relationship between age and job satisfaction has proved elusive. Some have found the two to be uncorrelated (Bedeian, Ferris, & Kacmar, 1992; Bilgic, 1998; Decker & Borgen, 1993), yet other studies suggest that the relationship between age and job satisfaction is U-shaped (Clark, Oswald, & Warr, 1996; Hochwarter, Ferris, Perrewe, Witt, & Kiewitz, 2001; Kacmar & Ferris, 1989) such that younger and older workers are more satisfied than those of an intermediate age.

Bedeian et al. (1992) found that tenure was a slightly superior predictor of job satisfaction than was age. Koike, Gudykunst, Stewart, Ting-Toomey, and Nishida (1988) found a .20 correlation between tenure and job satisfaction, which was similar to the .22 correlation in Harris, Moritzen, Robitschek, Imhoff, and Lynch's (2001) female sample. On the other hand, others found tenure and job satisfaction negatively related (Bilgic, 1998, with extrinsic EVIDENCE, EXTRINSIC. External evidence, or that which is not contained in the body of an agreement, contract, and the like.
     2. It is a general rule that extrinsic evidence cannot be admitted to contradict, explain, vary or change the terms of a contract or of a
 job satisfaction; Traut, Larsen, & Feimer, 2000), and still others documented no association between tenure and job satisfaction (Bedeian et al., 1992; Decker & Borgen, 1993; Gannon & Nothern, 1971; Harris, et al., 2001 [male sample]). Thus, the relationship between either age or tenure and job satisfaction is unclear; however, Koike et al. (1988) found that job satisfaction correlated strongly with communication openness with supervisors, subordinates and colleagues. Perhaps job characteristics, not qualities of workers, might have a greater influence on job satisfaction.

Organizational Commitment. In a meta-analysis of 63 studies (total N = 33,797), Tett and Meyer (1993) found that job satisfaction and organizational commitment correlate .71, weighted for sample size and correcting for artifacts artifacts

see specimen artifacts.
. Yet, the relationship between organizational commitment and age or tenure has likewise been elusive. Hall, Schneider, and Nygren (1970) found that tenure correlated .24 with organizational identification (similar to affective organizational commitment) of Forest Service workers. However, age was a statistically significant predictor of organizational commitment in Steers's (1977) sample of hospital employees (but not the sample of scientists and engineers); tenure did not enter into the step-wise multiple regression Multiple regression

The estimated relationship between a dependent variable and more than one explanatory variable.
 analysis for either sample. Likewise Baack, Luthans, and Rogers (1993) found age to be slightly more correlated (r = .10) than tenure (r = .02) with organizational commitment to their local congregation in a sample of Protestant pastors.

Most recently, Riketta's (2002) meta-analysis of 111 studies found a .20 mean corrected correlation between affective organizational commitment and performance; however, this relationship was not statistically significantly moderated by either age or tenure. Yet Lok and Crawford (2001) found in a multiple regression that tenure (negatively), age (positively), and job satisfaction (positively) were statistically significant in explaining organizational commitment variance. In a path analysis, job satisfaction causally affected organizational commitment. One of the goals of the current research is to clarify whether age or tenure is more predictive of job satisfaction and organizational commitment.

Turnover Intention

WEC's interest in organizational commitment and job satisfaction stemmed stemmed  
1. Having the stems removed.

2. Provided with a stem or a specific type of stem. Often used in combination: stemmed goblets; long-stemmed roses.
 from their desire to retain missionaries. Baack, Luthans, and Rogers (1993) found that age positively correlated with Protestant pastors' turnover intention (r = .09) yet tenure negatively correlated (r = -.12) with intention to leave. Similarly Wilcox (1995) examined missionaries' intention to extend their service at a school for missionary children. Years overseas (i.e., tenure), but not age, contributed statistically significantly to a canonical The standard or authoritative method. The term comes from "canon," which is the law or rules of the church. See canonical name and canonical synthesis.

canonical - (Historically, "according to religious law")

1. A standard way of writing a formula.
 discriminant function discriminant function
n. Statistics
A function of a set of variables used to classify an object or event.
 predicting perseverance Perseverance
See also Determination.


redid dictionary manuscript burnt in fire. [Br. Hist.: Brewer Handbook, 752]

Call of the Wild, The

dogs trail steadfastly through Alaska’s tundra. [Am. Lit.
; however when the data from single teachers were analyzed an·a·lyze  
tr.v. an·a·lyzed, an·a·lyz·ing, an·a·lyz·es
1. To examine methodically by separating into parts and studying their interrelations.

2. Chemistry To make a chemical analysis of.

 separately from that of married missionaries, age was positively related to persistence (1) In a CRT, the time a phosphor dot remains illuminated after being energized. Long-persistence phosphors reduce flicker, but generate ghost-like images that linger on screen for a fraction of a second.  for unmarried missionaries and negatively related for married missionaries. Thus older singles intended to extend their term of service, as did younger married missionaries-when considering the overall sample, the effect of age on perseverance disappeared.

Tett and Meyer (1993) reported a -.70 correlation between job satisfaction and turnover intention in a 42-study meta-analysis involving 18,839 participants. The mean correlation for occupational commitment and turnover intention was-.55 in 28 studies (total N= 6,198). Using path analysis, Tett and Meyer (1993) compared three models for predicting turnover intention from organizational commitment and job satisfaction (see Figure 1). In all three of their models, turnover intention predicted turnover. In the first model, job satisfaction and organizational commitment were correlated and each independently predicted turnover intention. In the second model, job satisfaction predicted turnover intention, with organizational commitment mediating the relationship. In model 3 the ordering of job satisfaction and organizational commitment was reversed. Tett and Meyer interpreted their results to indicate that model 1 and model 3 each fit well. (1) An additional purpose of the present research is to replicate rep·li·cate
1. To duplicate, copy, reproduce, or repeat.

2. To reproduce or make an exact copy or copies of genetic material, a cell, or an organism.

A repetition of an experiment or a procedure.
 these findings.



Of the 1682 active members of WEC (Communications Directory, 1998), 468 completed surveys. Fifty-eight percent of the respondents In the context of marketing research, a representative sample drawn from a larger population of people from whom information is collected and used to develop or confirm marketing strategy.  were female, 42% male. Ages ranged from 20 to 75 with a median of 45. The median year for joining WEC was 1988 (tenure of 13 years), ranging from 1949 to 2000. Respondents represented more than 25 nationalities, with British (22%), American (18%), and Australian (15%) comprising over half of the sample. The ability to speak English is a requirement for joining WEC, yet 29% of the sample hail from non-English countries. At the time of the survey, they served on more than 40 mission fields, spanning the globe. The fields from which at least 10 missionaries replied were the United Kingdom (9.4% of the sample), USA (6.8%), Australia (5.6), Senegal (5.6), Indonesia (5.3), Cote d'Ivoire (4.3), Guinea-Bissau (3), South Africa South Africa, Afrikaans Suid-Afrika, officially Republic of South Africa, republic (2005 est. pop. 44,344,000), 471,442 sq mi (1,221,037 sq km), S Africa.  (3), Spain (2.8), Thailand (2.6), Yemen (2.4), Burkina Faso Burkina Faso (burkē`nə fä`sō), republic (2005 est. pop. 13,925,000), 105,869 sq mi (274,200 sq km), W Africa. It borders on Mali in the west and north, on Niger in the northeast, on Benin in the southeast, and on Togo, Ghana, and  (2.1), and Mexico (2.1).

Generations have been operationalized in a number of ways, and for this analysis, Baby Boomers are defined as those born during the years 1946 to 1964. Over half (n = 266, 56.8%) of the sample fell into this generation. Generation X is operationalized as those younger than 36 when they completed the survey (n = 81, 17.3% of the sample). The balance was either born before 1946 (n = 114, 24.4%) or did not list their age (n = 7, 1.5%).


The survey had four components: (1) a modification of Balfour and Wechsler's (1996) Organizational Commitment Survey (OCS OCS - Object Compatibility Standard ), (2) Rogers' (1987) Communication Openness Measure (COM (1) (Computer Output Microfilm) Creating microfilm or microfiche from the computer. A COM machine receives print-image output from the computer either online or via tape or disk and creates a film image of each page. ), (3) five questions to assess organizational satisfaction, and (4) demographic questions. Responses were assigned numerical values: strongly agree = 5, agree = 4, neither agree nor disagree = 3, disagree = 2, strongly disagree = 1. The wording of the survey was altered for those working in closed countries where missionary activity is illegal, so for example "ministry" became "work" and "WEC" became "the company." These translations posed little if any problems because WEC personnel in these "creative access" areas are quite accustomed to making these mental substitutions.

Organizational Communication Organizational communication, broadly speaking, is: people working together to achieve individual or collective goals. [1] Discipline History
The modern field traces its lineage through business information, business communication, and early mass communication
 Survey (OCS) (Balfour & Wechsler, 1996). The OCS measures the degree to which individuals identify with the organization for which they work, involving "not only the acceptance of and belief in organizational values but also the willingness to pursue organizational goals and a strong desire for organizational membership" (Balfour & Wechsler, 1996, p. 257). The survey was selected because it has useful organizational commitment subscales that Balfour and Wechsler composed based on interviews with state government employees. Although developed for use in public service organizations, the OCS was modified for use with a voluntary mission agency. Generic references in the OCS to an organization were substituted with specific wording for WEC: "I am quite proud to be able to tell people who it is I work for" became "I am quite proud to be able to tell people I am a member of WEC." Each of the 16 OCS subscales has two or three items, most of which have a reverse-scored item: Identification Commitment (e.g., "I am proud to be able to tell people I am a member of WEC."), Affiliation Commitment ("I feel a strong sense of belonging to WEC."), Exchange Commitment ("WEC recognizes good performance."), Participation in Decision Making ("Supervisors seek my input into decisions that directly affect my ministry."), Direct Service ("I help nationals solve important problems."), Job Scope ("I see how my ministry is part of the "big picture" of WEC."), Learning and Personal Growth on the Job ("My ministry is exciting & challenging."), Opportunities for Advancement ("I have opportunities for advancement & promotion."), Internal Motivation ("I feel bad & unhappy when I've performed poorly."), Quality of Supervision ("My supervisor gives me support & guidance."), Desire to Remain ("I would accept any type of ministry to remain in WEC."), Turnover Intent ("I think about leaving WEC."), and Extra-role Behaviors ("I am willing to put in extra effort to help fulfill ful·fill also ful·fil  
tr.v. ful·filled, ful·fill·ing, ful·fills also ful·fils
1. To bring into actuality; effect: fulfilled their promises.

 WEC's mission."). Three subscales (Political Penetration in Management Practices, Pay Satisfaction, and Perceived Job Alternatives) were not used because they were deemed not to be appropriate for the population being surveyed. Members of WEC work voluntarily and depend financially on gifts from churches and supporting individuals, thus questions about hiring, pay and benefits were not relevant.

Balfour and Wechsler (1996) did not report the factor structure of the OCS. The data in the present analysis were factor analyzed Verb 1. factor analyze - to perform a factor analysis of correlational data
factor analyse

analyse, analyze - break down into components or essential features; "analyze today's financial market"
 using exploratory Principal Component Analysis with factor loadings greater than .3 considered significant (Kim & Mueller, 1978). A Varimax rotation yielded seven factors, accounting for 56.2% of the variance, with eigenvalues eigenvalues

statistical term meaning latent root.
 greater than one. The items on the subscales of Identification Commitment, Affiliation Commitment, Desire to Remain, and Turnover Intent all loaded on the first factor (eigenvalue eigenvalue

In mathematical analysis, one of a set of discrete values of a parameter, k, in an equation of the form Lx = kx. Such characteristic equations are particularly useful in solving differential equations, integral equations, and systems of
 = 8.25, 24.3% of the variance). This factor seems to be assessing two constructs: the first measured a construct similar to Allen and Meyer's (1990) Affective Organizational Commitment and the negatively loading items measured Turnover Intention. These were treated as separate subscales for theoretical reasons.

All the items from Exchange Commitment, Participation in Decision Making, and Quality of Supervision loaded on the second factor (eigenvalue = 2.98, 8.8% of the variance), except for an item with the idiomatic id·i·o·mat·ic  
a. Peculiar to or characteristic of a given language.

b. Characterized by proficient use of idiomatic expressions: a foreigner who speaks idiomatic English.
 American phrase "on my back." This item was not well understood because only a minority of WEC missionaries are from the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. , so it was eliminated from further analysis. I combined the remaining seven items to form a Support by Leadership scale. A 5-item Job Satisfaction scale was formed from the items from the Job Scope and the Learning and Personal Growth on the Job subscales that all loaded on the third factor (eigenvalue = 1.94, 5.7% of the variance).

The remaining four factors corresponded directly to OCS subscales: Direct Service (eigenvalue = 1.68, 4.9% of the variance), Extra-role Behaviors (eigenvalue = 1.65, 4.9% of the variance), Emotional Involvement in Ministry (2) (eigenvalue = 1.31, 3.9% of the variance), and Advancement (eigenvalue = 1.24, 3.7% of the variance). The Cronbach alpha reliabilities of the subscales' data ranged from .67 to .88 (see Table 1), except for Extra-role Behaviors (.50), which was eliminated from further analysis given its unacceptably low alpha.

Communication Openness Measure (Rogers, 1987). This instrument measures the quality of communication between supervisors and subordinates. High scores reflect a quality relationship between two people that is characterized by asking for opinions and suggestions, listening carefully to the other person, and taking action as a result of the interaction. Sample items include, "my supervisor listens to complaints," "my supervisor follows up on suggestions," and "I ask for my supervisor's opinions."

Although conceptualized as unidimensional u·ni·di·men·sion·al  

Adj. 1. unidimensional - relating to a single dimension or aspect; having no depth or scope; "a prose statement of fact is unidimensional, its value being measured wholly in terms
, Rogers found that the data formed two factors, but he dismissed them as being "artificially created as a result of the wording of the items and not their content." He thus concluded that the items of the 13-item instrument loaded on a single factor accounting for 68.2% of the variance, with a .89 corrected reliability. However, I found a 2-factor solution accounting for 56.3% of the variance using exploratory Principal Component Analysis with a Varimax rotation. The 11 items loading on the first factor (eigenvalue = 6.10, 46.9% of the variance) were used to form a scale with excellent reliability (.90). All these items related to communication with one's supervisor. The last two items concerning coworkers loaded on the second factor (eigenvalue = 1.22, 9.4% of the variance). They were discarded dis·card  
v. dis·card·ed, dis·card·ing, dis·cards
1. To throw away; reject.

a. To throw out (a playing card) from one's hand.

 because the subscale formed from these two items did not have acceptable reliability (.58).

Organizational Satisfaction. Organizational satisfaction was assessed on 7-point scales in five areas: (a) transition into ministry, (b) the organization's role in making one's ministry fruitful fruit·ful  
a. Producing fruit.

b. Conducive to productivity; causing to bear in abundance: fruitful soil.

, (c) the organization's help to feel a part of a ministry team, (d) provision of pastoral pastoral, literary work in which the shepherd's life is presented in a conventionalized manner. In this convention the purity and simplicity of shepherd life is contrasted with the corruption and artificiality of the court or the city.  care, and (e) overall satisfaction with being a member of the organization. Interspersed among these satisfaction items were open-ended questions A closed-ended question is a form of question, which normally can be answered with a simple "yes/no" dichotomous question, a specific simple piece of information, or a selection from multiple choices (multiple-choice question), if one excludes such non-answer responses as dodging a  that permitted respondents freedom to describe their experiences and expectations on these issues. All five items loaded on a single factor with an eigenvalue of 3.42 and accounted for 68.5% of the variance. The data of the 5-item scale had a Cronbach alpha reliability coefficient coefficient /co·ef·fi·cient/ (ko?ah-fish´int)
1. an expression of the change or effect produced by variation in certain factors, or of the ratio between two different quantities.

 of .88.


Surveys were sent in January, 2001 via email to 393 available addresses of WEC missionaries. Recipients were instructed to forward the survey to additional individuals in WEC. Both husbands and wives were to complete the survey within a month and supervisors distributed paper copies to those not receiving an email copy. Four hundred sixty-eight surveys were received within two months, representing a 119% response to the initial email solicitation solicitation

In criminal law, the act of asking, inducing, or directing someone to commit a crime. The person soliciting another becomes an accomplice to the crime. The term also refers to the act of obtaining bribes, as well as to the crime of a prostitute who offers sexual
. Of the 1682 active members of WEC, 23% initially received the survey via email and 28% responded. Completed surveys were sent directly to the researcher via email or regular post, rather than back to a supervisor within the organization to increase the confidentiality of the data with the aim of greater participation and honesty. Despite the flexibility in distribution and return, some missionaries did not have access to email or did not receive a copy of the survey with enough time to return it within a month. Future research with missionaries, even using email, should allow more time, especially if some of the missionaries are working in closed countries where security is a primary concern and mail needs to be hand carried to and from the field.


Generation vs. Tenure

Gen Xers differed from older missionaries in important ways; however, these generational differences were less important than the number of years an individual had been a member of the organization. Three groups of respondents were created to conduct two planned contrasts. The first group, the Gen Xers (n = 77), all had 13 or fewer years in the organization and ranged in age from 20 to 35 (M = 30.6, SD = 3.8). The members of a second group (n = 153) with less than 14 years of tenure were all older than 35 (M = 44.8, SD = 7.2). This second group was labeled the Boomers+ with short tenure and ranged in age from 36-67, which included mostly Baby Boomers but also some older missionaries (hence the use of the plus symbol). The final group (n = 218) was also older than 35 (M = 53.4, SD = 9.1, ranging from 37 to 75) but had organizational tenures longer than 13 years, ranging from 14 to 52 years. This group was called the Boomers+ with long tenure and included Baby Boomers and older missionaries.

Table 2 lists the means, standard deviations In statistics, the average amount a number varies from the average number in a series of numbers.

(statistics) standard deviation - (SD) A measure of the range of values in a set of numbers.
, and sample sizes of each scale for the three groups. Two sets of contrasts were conducted, the first to test the difference between generations and the second to assess the effect of different lengths of tenure (see Table 3). The first set of contrasts was between the Gen Xers and the Boomers+ to test the effect of generation on organizational commitment and on communication openness. The contrasts, labeled Generation, compared the variance in the scores for the Gen Xers with variance of the combined scores of the Boomers, irregardless ir·re·gard·less  
adv. Nonstandard

[Probably blend of irrespective and regardless.
 of their tenure. Thus the scores of those with short-tenure and those with long-tenure were combined for these analyses. For example, the 12.1 mean Turnover Intention for the Gen Xers was contrasted with the combined means of the Boomers+ (11.8 and 10.3). The contrast value was -1.00, t (431) = -2.39, p = .009, which had a small effect size of .11 Four of the generation contrasts (Gen Xers vs. Boomers+) reached statistical significance at the .05 level, yet all the effects sizes were less than .20.

The second set of contrasts, labeled Tenure, was between those with less than 14 years of service (both Gen Xers and Boomers+) and missionaries with longer tenures (14 or more years). So, for example, the mean Affective Organizational Commitment of the Gen Xers (24.3) was combined with that of the Short-tenured Boomers+ (25.1) to be compared with the Long-tenured Boomers+ (26.3). This contrast (1.63) was statistically significant, t (425) = 4.52, p < .001, r = .21 Seven of the tenure contrasts were statistically significant at the .005 level, five with effect sizes larger than .20. For each of these seven variables, the tenure contrast had a larger effect size than the generational contrast, sometimes twice as large. Thus differences in tenure had greater explanatory ex·plan·a·to·ry  
Serving or intended to explain: an explanatory paragraph.

 power than did differences in age. Those with shorter tenure reported higher levels of turnover intention, less affective organizational commitment, less job satisfaction, less organizational satisfaction, less support by leaders in the organization, and less direct service to nationals. They also reported lower levels of communication openness with their supervisors.

Structural Equation Modeling

Structural equation modeling (SEM), also known as path analysis, causal modeling A causal model is an abstract model that uses cause and effect logic to describe the behaviour of a system. See also
  • Bayesian network
  • Causal loop diagram
  • Systems biology
  • Econometrics
  • Forecasting
, or analysis of covariance Covariance

A measure of the degree to which returns on two risky assets move in tandem. A positive covariance means that asset returns move together. A negative covariance means returns vary inversely.
 structures, compares how well data fit a model that specifies relationships among variables. Multiple models can be proposed to describe a data set, and SEM allows for comparison to see which one has superior fit. SEM assumes multivariate The use of multiple variables in a forecasting model.  normality normality, in chemistry: see concentration.  and that variables are related to one another linearly.

Using SEM in AMOS Amos (ā`məs), prophetic book of the Bible. The majority of its oracles are chronologically earlier than those of the Bible's other prophetic books. His activity is dated c.760 B.C.  4.0 (Arbuckle & Wothke, 1999), a graphical depiction of the relationship among variables can be created and chi-square can be computed to see how well the data fit the model. In the model, straight, single-headed arrows indicate causal relations between two variables and can be interpreted as regression weights. Curved, double-headed arrows represent correlations between variables. Observed variables are modeled using rectangles and unobserved variables, such as unexplained unexplained

strange or unclear because the reason for it is not known

Adj. 1. unexplained - not explained; "accomplished by some unexplained process"
 error variance, in circles (i.e., e1 and e2 in Figure 2). I used maximum-likelihood estimation estimation

In mathematics, use of a function or formula to derive a solution or make a prediction. Unlike approximation, it has precise connotations. In statistics, for example, it connotes the careful selection and testing of a function called an estimator.
 in AMOS to calculate model fit; AMOS uses full information maximum-likelihood estimation for missing data.

I compared the three models proposed by Tett and Meyer (1993). Although they found support for models 1 and 3 (see Figure 1), model 2 fit the present data the best (see Table 4). Both models 1 and 2 fit well (i.e., had models that were not discrepant dis·crep·ant  
Marked by discrepancy; disagreeing.

[Middle English discrepaunt, from Latin discrep
 from the data, which results in small [chi square chi square (kī),
n a nonparametric statistic used with discrete data in the form of frequency count (nominal data) or percentages or proportions that can be reduced to frequencies.
] values), but model 2 is preferred because it has a slightly lower MECVI value. The MECVI statistic statistic,
n a value or number that describes a series of quantitative observations or measures; a value calculated from a sample.


a numerical value calculated from a number of observations in order to summarize them.
 is designed for model comparison, balancing model fit and parsimony par·si·mo·ny  
1. Unusual or excessive frugality; extreme economy or stinginess.

2. Adoption of the simplest assumption in the formulation of a theory or in the interpretation of data, especially in accordance with the rule of
. Model 1 fit perfectly (and thus cannot be ruled out entirely) because it is a saturated model In mathematical logic, and in particular model theory, a saturated model M is one which realizes as many complete types as may be "reasonably expected" given its size. , but model 2 had a slightly lower MECVI due to its simplicity. In Figure 2 job satisfaction positively predicts affective organizational commitment, which is negatively related to turnover intention. This finding conforms to Lok and Crawford (2001) who found job satisfaction predicted organizational commitment. Thus in the present study, satisfaction with their ministry work was a prerequisite pre·req·ui·site  
Required or necessary as a prior condition: Competence is prerequisite to promotion.

 for commitment to the mission agency, which in turn predicted desire to remain in WEC.

Qualitative Data

The responses to the open-ended questions about how WEC assists its missionaries were analyzed for 185 members with tenures of less than 10 years, two-thirds of whom were Baby Boomers and the balance was Gen Xers, Most of the responses uniquely addressed questions pertaining per·tain  
intr.v. per·tained, per·tain·ing, per·tains
1. To have reference; relate: evidence that pertains to the accident.

 specifically to WEC's operations, but of interest to the readers of this article, perhaps, are the responses of new missionaries about their conceptions of and expectations for pastoral care, which is personal concern and counseling given to missionaries to help them in their ministry and their own spiritual life (although this was not defined for the respondents). In response to the question, "What has WEC done to provide pastoral care for you?" respondents painted a consistent picture of good pastoral care that has many of the following characteristics:



* Visits by those giving pastoral care are regular and frequent, not sporadic sporadic /spo·rad·ic/ (spo-rad´ic) occurring singly; widely scattered; not epidemic or endemic.

spo·rad·ic or spo·rad·i·cal
1. Occurring at irregular intervals.

 and infrequent in·fre·quent  
1. Not occurring regularly; occasional or rare: an infrequent guest.

. The caregiver care·giv·er
1. An individual, such as a physician, nurse, or social worker, who assists in the identification, prevention, or treatment of an illness or disability.

 often needs to initiate the contact and not wait for the missionary to request it.

* Caregivers listen carefully to workers. The emphasis is on listening, not speaking, and asking about the well-being of the missionary, not just his or her ministry.

* Time is spent praying together.

* A pastoral caregiver is available, especially in times of crisis (such as after being burglarized).

* Pastoral care is effectively given by someone with gifting in this area. It is sometimes someone other than the field leader (i.e., their supervisor), such as someone outside of WEC or an older couple designated for such a ministry.

Not only was pastoral care provided on the mission field, but the sending base staff in the home country provided substantial pastoral care via telephone, email and letters and during furloughs. Additionally, pastoral care was perceive as taking the form of practical help, such as assistance with housing and transportation, visa applications, technical support, bookkeeping bookkeeping, maintenance of systematic and convenient records of money transactions in order to show the condition of a business enterprise. The essential purpose of bookkeeping is to reveal the amounts and sources of the losses and profits for any given period.  and setting up bank accounts.

Beyond a desire for good pastoral care, respondents with less than 10 years of service desired and valued the following from their supervisors:

* clear communication;

* verbal encouragement;

* respect for their opinions;

* inclusion in decision-making; and

* mentoring

Finally, a tension between connectedness and autonomy clearly emerged. Some new workers wanted to work in team situations, to be cared for and held accountable by a supervisor, and to have frequent interaction with other missionaries. Others clearly valued the freedom to individually use their abilities and to be able to make their own decisions. According to according to
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

 Ryan and Deci's (2000) self-determination theory This article is about the psychology theory. For the self-determination in politics, see Self-determination.

Self-determination theory (SDT) is a general theory of human motivation concerned with the development and functioning of personality within social
, both of these sentiments emphasize fundamental human needs: a sense of autonomy (i.e., being self-determined) and a sense of relatedness (i.e., being in community). They contend that meeting these needs facilitates feeling energized in one's work. Thus, balancing these two basic, yet sometimes seemingly seem·ing  
Apparent; ostensible.

Outward appearance; semblance.

seeming·ly adv.
 contradictory, needs poses a challenge for leaders and those providing pastoral care.


The present analysis lends support to the claim that tenure, not age, is the more important factor to consider in terms of organizational commitment, job satisfaction and turnover intention. Despite the attention given to generational differences, real though they might be, greater attention to length of time with the organization is warranted. Intervention strategies should be oriented o·ri·ent  
1. Orient The countries of Asia, especially of eastern Asia.

a. The luster characteristic of a pearl of high quality.

b. A pearl having exceptional luster.

 around those who are recent additions to the organization, rather than merely young recruits.

Two reasons exist why tenure is such an important factor for determining job satisfaction and organizational commitment. First, those who are dissatisfied dis·sat·is·fied  
Feeling or exhibiting a lack of contentment or satisfaction.

 leave. They are no longer around to complain or express negative attitudes about the organization. The longest-term cohort is, by definition, composed of "stayers." The dissatisfied members have already left and are not part of the survey sample. This is a fundamental constraint Constraint

A restriction on the natural degrees of freedom of a system. If n and m are the numbers of the natural and actual degrees of freedom, the difference n - m is the number of constraints.
 of this type of research, as acknowledged by Bedeian et al. (1992): "Compositional effects [result] from the systematic selection of individuals into and out of the workforce ... [that] places limits on what can be concluded empirically about the age-tenure-job satisfaction relation" (p. 47). This criticism would appropriately apply to the present research.

The second reason why tenure predicts job satisfaction and organization commitment relates to one's identity. The longer one participates in an activity or works for an organization, the greater the bond that is formed. Those who reject the organization after many years would have to wrestle with the fact that they have invested many years into a group with which they are dissatisfied. Significant cognitive dissonance cognitive dissonance

Mental conflict that occurs when beliefs or assumptions are contradicted by new information. The concept was introduced by the psychologist Leon Festinger (1919–89) in the late 1950s.
 might be generated in those who reject an organization for which they have been members for a considerable period of time. Thus those who find themselves highly dissatisfied with the organization will either change their attitude and become more favorable fa·vor·a·ble  
1. Advantageous; helpful: favorable winds.

2. Encouraging; propitious: a favorable diagnosis.

 toward the organization or will leave the mission. Either would lead to higher levels of satisfaction and organizational commitment and lower levels of turnover intention in the cohort with the longest tenure.

The instruments that were used limited this research. These findings would be good to replicate using more traditional measurements of job satisfaction, such as the Job Descriptive Index, the Job in General scale, or the Minnesota Satisfaction Questionnaire. Beyond assessing affective organizational commitment, it would have been beneficial to use Allen & Meyer's (1990) instrument that also measures continuance organizational commitment, and normative organizational commitment. To fully assess the models presented by Tett and Meyer (1993), it would be helpful to measure turnover, not just turnover intention; yet this may not be necessary because turnover and turnover intention often correlate closely (r = .52), according to Tett and Meyer's meta-analysis of 22 studies (total N = 3,870). It might also be instructive in·struc·tive  
Conveying knowledge or information; enlightening.

in·structive·ly adv.
 to differentiate between different types of tenure, such as job tenure, organizational tenure, and tenure with the same supervisor (Bedeian et al., 1992; Kacmar & Ferris, 1989).

This research sheds light on an issue from organizational psychology: affective organizational commitment plays a mediating role between job satisfaction and turnover intention, rather than job satisfaction mediating affective organizational commitment and turnover intention. Thus mission agencies would be wise to pay attention to personnel satisfaction with the ministry in which they are serving. In sum, (1) workers do not seem to be devoted to the organization regardless of the job that they are performing, and (2) mission agencies should pay greater attention to tenure than generational status when developing interventions aimed at the organizational commitment and job satisfaction.


Allen, N. J., & Meyer, J. P. (1990). The measurement and antecedents of affective, continuance and normative commitment to the organization. Journal of Occupational Psychology, 63, 1-18.

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Baack, D., Luthans, F., & Rogers, J. (1993). Analysis of the organizational commitment of clergy members. Journal of Managerial Issues, 5, 232-253.

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Bedeian, A. G., Ferris, G. R., & Kacmar, K. M. (1992). Age, tenure, and job satisfaction: A tale of two perspectives. Journal of Vocational Behavior, 40, 33-48.

Bilgic, R. (1998). The relationship between job satisfaction and personal characteristics of Turkish workers. Journal of Psychology, 132, 549-557.

Clark, A., Oswald, A., & Warr, P. (1996). Is job satisfaction U-shaped in age? Journal of Occupational & Organizational Psychology, 69, 57-81

Communications Directory 1999-2000. (1998). Gerrards Cross, Bucks, England: WEC Press.

Decker, P. J., & Borgen, F. H. (1993). Dimensions of work appraisal: Stress, strain, coping, job satisfaction, and negative affectivity. Journal of Counseling Psychology Counseling psychology as a psychological specialty facilitates personal and interpersonal functioning across the life span with a focus on emotional, social, vocational, educational, health-related, developmental, and organizational concerns. , 40, 470-478.

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People claimed to have been involved as founders include James D.
, 15, 176-190.

Harris, J. I., Moritzen, S. K., Robitschek, C., Imhoff, A., & Lynch, J. L. A. (2001). The comparative contributions of congruence con·gru·ence  
a. Agreement, harmony, conformity, or correspondence.

b. An instance of this: "What an extraordinary congruence of genius and era" 
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Hochwarter, W. A, Ferris, G. R., Perrewe, P. L., Witt, L. A, & Kiewitz, C. (2001). A note on the nonlinearity of the age-job satisfaction relationship. Journal of Applied Social Psychology, 31, 1223-1237.

Jensma, J. L., Pike, P. L., Duerksen, C. L., & Strauss, G. H. (1997). The importance and the difficulty of doing research with a missionary population. Journal of Psychology and Theology, 25, 384-387.

Kacmar, K. M., & Ferris, G. R. (1989). Theoretical and methodological considerations in the age-job satisfaction relationship. Journal of Applied Psychology Journal of Applied Psychology is a publication of the APA. It has a high impact factor for its field. It typically publishes high quality empirical papers.

, 74, 201-207.

Kim, J.-O., & Mueller, C. W. (1978). Factor analysis: Statistical methods and practical issues (Paper No. 07-014). In M. S. Lewis-Beck (Series Ed.) & E. M. Uslaner (Vol. Ed vol.

.), Quantitative applications in the social sciences: Vol. 14. Newbury Park, CA: Sage.

Koike, H., Gudykunst, W. B., Stewart, L. P., Ting-Toomey, S., & Nishida, T. (1988). Communication openness, satisfaction, and length of employment in Japanese organizations. Communication Research Reports, 5, 97-102.

Lok, P., & Crawford, J. (2001). Antecedents of organizational commitment and the mediating role of job satisfaction. Journal of Management Psychology, 16, 594-613.

O'Bannon, G. (2001). Managing our future: The Generation X factor. Public Personnel Management, 30, 95-101

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Thoreau’s eloquent prose poem on the inner freedom and individualistic character of man. [Am. Lit.: NCE, 2739]

See : Individualism
: Rediscovering missions in an age of affluence and self-interest. Fort Washington Fort Washington, military post during the American Revolution, situated on the highest point of Manhattan island, New York City, overlooking the Hudson River opposite Fort Lee, N.J. , PA: Christian Literature Christian literature is writing that deals with Christian themes and incorporates the Christian worldview. This constitutes a huge body of extremely varied writing. Scripture  Crusade.

Riketta, M. (2002). Attitudinal organizational commitment and job performance: A meta-analysis. Journal of Organizational Behavior, 23, 257-266.

Rogers, D. P. (1987). The development of a measure of perceived communication openness. Journal of Business Communication, 24, 53-61.

Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation Facilitation

The process of providing a market for a security. Normally, this refers to bids and offers made for large blocks of securities, such as those traded by institutions.
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Steers, R. M. (1977). Antecedents and outcomes of organizational commitment. Administrative Science Quarterly, 22, 46-56.

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fading skin coloring. See Arabian fading syndrome (below). Declining in body condition, general health, activity and productivity.

Arabian fading syndrome
general health is unimpaired.
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A lengthy, formal treatise, especially one written by a candidate for the doctoral degree at a university; a thesis.


, New York University New York University, mainly in New York City; coeducational; chartered 1831, opened 1832 as the Univ. of the City of New York, renamed 1896. It comprises 13 schools and colleges, maintaining 4 main centers (including the Medical Center) in the city, as well as the , 2001). Dissertation Abstracts International, 62, 1630.

WEC International WEC International is a mission agency which focuses church planting, and emphasises the importance of shared life in a local church as a vital expression of Christian life. . (2006, April 14). WEC International history. Retrieved from

Wilcox, D. K. (1995). Who perseveres? A discriminant dis·crim·i·nant  
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TRIMBLE, DOUGLAS E. Address: Department of Psychology, Eastern University, 1300 Eagle Road, St. Davids, PA 19320. Degrees: PhD.


Eastern University

These data were collected and partially analyzed while the author was Associate Professor of Psychology at Northwestern College Northwestern College can refer to:
  • Northwestern College (Iowa) in Orange City, Iowa.
  • Northwestern College (Minnesota) in Roseville, Minnesota.
  • The former Northwestern College in Watertown, Wisconsin, which was incorporated into Martin Luther College in New Ulm,
, which generously supported the project with a summer research grant. The author wishes to express gratitude to James Raymo and Evan Davies for the opportunity to gather these data, Amanda Spearman spear·man  
A man, especially a soldier, armed with a spear.
 for her assistance collecting and entering data, and two anonymous reviewers for their helpful comments. Correspondence concerning this article should be addressed to Douglas E. Trimble, PhD, Department of Psychology, Eastern University, 1300 Eagle Road, St. Davids, PA 19320. Email:

(1) It is interesting that they should have accepted any of the models because all three had relative chi-squarc ([chi square]/df) values that exceeded the recommended value of 5 (Arbuckle & Wothke, 1999).

(2) The Internal Motivation subscale was re-titled Emotional Involvement in Ministry, improving on its less descriptive original title.
TABLE 1 Correlations, reliabilities, means and standard deviations of
Organizational Commitment subscales, Organizational Satisfaction,
Communication Openness, age and tenure

Variable              1      2      3      4      5      6      7

 1. Turnover          (.76)  -.73   -.26   -.62   -.52   -.03   -.02
 2. Affective                (.82)   .36    .68    .60    .05   -.02
 3. Job Satisfaction                (.73)   .29    .34    .35    .03
 4. Organizational                         (.88)   .70    .05   -.11
 5. Support by                                    (.82)   .03    .04
 6. Direct Service                                       (.81)  -.01
 7. Emotional                                                   (.67)
    in Ministry
 8. Advancement
 9. Communication
10. Age
11. Tenure

Variable              8      9      10    11    M      SD

 1. Turnover          -.44   -.37   -.31  -.33  112     3.4
 2. Affective          .42    .47    .29   .27   25.5   3.7
 3. Job Satisfaction   .33    .28    .11   .13   20.3   3.0
 4. Organizational     .48    .55    .25   .25  218     4.8
 5. Support by         .45    .73    .19   .21   27.0   4.4
 6. Direct Service     .13    .05    .06   .17   10.8   3.0
 7. Emotional         -.02    .05   -.12  -.08    8.1  14
    in Ministry
 8. Advancement       (.74)   .31    .05   .14    6.6  16
 9. Communication            (.90)   .07   .12   44.2   6.5
10. Age                             --     .75   46.5  11.3
11. Tenure                                --     15.4  11.5

Note. Cronbach alpha reliabilities are listed in parenthesis on the
diagonal for multiple-item scales.

TABLE 2 Scale means, standard deviations, sample sizes for Gen Xers and
Boomers with either short (<14 years) or long tenure
([greater than or equal to]14 years)

                              Mean                        Deviation
                              Short-        Long-               Short-
                    Gen       tenure        tenure        Gen   tenure
Scale               Xers (a)  Boomers+ (b)  Boomers+ (b)  Xers  Boomers+

Turnover Intention  12.1      11.8          10.3          3.4   3.3
Affective OC        24.3      25.1          26.3          3.9   3.8
Job Satisfaction    19.9      20.0          20.7          3.0   3.4
Organizational      20.7      20.9          22.8          5.1   5.0
Support by          25.9      26.2          27.9          4.7   4.7
Direct Service      10.3      10.4          11.3          2.6   3.0
Emotional            8.3       8.0           8.0          1.3   1.5
  Involvement in
Advancement          6.7       6.3           6.8          1.5   1.7
Communication       42.8      43.3          45.3          8.0   6.5

                    Standard         Sample Size
                    Deviation          Short-    Long-
                    Long-tenure  Gen   tenure    tenure
Scale               Boomers+     Xers  Boomers+  Boomers+

Turnover Intention  3.3          77    152       205
Affective OC        3.4          76    146       206
Job Satisfaction    2.6          75    148       209
Organizational      4.4          69    139       191
Support by          3.9          70    145       204
Direct Service      3.0          75    146       197
Emotional           1.5          76    147       210
  Involvement in
Advancement         1.6          76    148       202
Communication       5.7          72    147       194

Note. OC = Organizational Commitment.
(a) Gen Xers are younger than 36.
(b) Boomers+ are 36 or older.

TABLE 3 Contrasts (significance tests and effect sizes) between Gen Xers
and Boomers (Generation contrast) or between those with short tenure
(<14 years) and those with long tenure
([greater than or equal to]14 years) (Tenure contrast)

                      Contrast Value              t         df
Scale               Generation  Tenure  Generation  Tenure  Generation

Turnover            -1.00       1.64    -2.39       4.99    431
Affective OC         1.43       1.63     3.11       4.52    425
Job                   .47        .77     1.25       2.63    111.8
  Satisfaction (a)
Organizational       1.16       2.05     1.83       4.18    396
Support by           1.13       1.85     1.87       4.23     96.2
  Leadership (a)
Direct Servicea       .53        .92     1.56       3.14    121.3
Emotional            -.32       -.13    -1.75       -.93    430
  in Ministry
Advancement          -.17        .29     -.83       1.79    423
Communication        1.51       2.24     1.50       3.28     90.0
  Openness (a)

                    df             p                Effect size (r)
Scale               Tenure  Generation  Tenure     Generation  Tenure

Turnover            431     .009        <.001      .11         .23
Affective OC        425     .001        <.001      .15         .21
Job                 345.3   .11          .004      .11         .14
  Satisfaction (a)
Organizational      396     .03         <.001      .09         .21
Support by          292.5   .03         <.001      .19         .24
  Leadership (a)
Direct Services     365.1   .12 (b)      .001 (b)  .14         .17
Emotional           430     .08 (b)      .35 (b)   .08         .04
  in Ministry
Advancement         423     .41 (b)      .07 (b)   .04         .09
Communication       243.4   .07         <.001      .16         .21
  Openness (a)

Note. OC = Organizational Commitment. Effect size
(r) = [square root of ([t.sup.2]/[[t.sup.2] - df])]
(a) Equal variances are not assumed for Job Satisfaction, Support by
Leadership, Direct Service and Communication Openness because the
Levine test of equality of variances was statistically significant,
p < .05.
(b) All p-values are one-tailed except Direct Service, Emotional
Involvement in Ministry, and Advancement, which are two-tailed.

TABLE 4 Fit indices for structural equation modeling

Model  [chi square]  df  p      RMSEA  [P.sub.close]  MECVI  CFI

1        0           0   -      -      -              .039   1.000
2         .39        1    .535  <.001   .722          .035   1.000
3      281.11        1   <.001   .774  <.001          .637    .943

Note. Dashes indicate values that could not be computed because the
model was saturated. RMSEA = root mean square of approximation;
[p.sub.close] = probability of a close fit; CFI = comparative fit
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Author:Trimble, Douglas E.
Publication:Journal of Psychology and Theology
Article Type:Survey
Geographic Code:1USA
Date:Dec 22, 2006
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