Page 130 - SUSTAINABILITY ISSUES & COVID-19
P. 130

4.2 Hypotheses Test
                  Table 7 shows the result of KRLS regressions. Model 1 shows that SMG has a positive and significant relationship on
                  organizational legitimacy (OL) (average=0.04052, p=0.0105; 5% LoS; R2=0.2156). KRLS provides an average marginal
                  effect instead of coefficient as in the OLS model. Therefore, a one-point increase in social media index is associated
                  with a 0.04% increase in sentiment score, on average. For that reason, hypothesis 1 is supported. The higher index of
                  SMG is associated with better legitimacy than an organization that has a lower index. This result fits the legitimacy
                  theory because successful communication on social media increases the relationship between an organization and its
                  stakeholders, reducing social pressure on the organization’s activities (Deegan, 2002). These social supports and less
                  scrutiny help an organization to achieve its goals.

                  This finding is also supported by previous research. Deegan (2019) found that SMG helps to direct public opinion by
                  integrating technology and organization strategies to support successful online communication (Linke & Zerfass, 2013).
                  Good communication encourages citizen participation and transparency; these qualities mitigate the reputational risk
                  that leads to an organizational de-legitimacy (Dreyer & Ziebarth, 2014; Etter et al., 2019). A better social media practice
                  will draw favorable judgment in public discourse (Schultz et al., 2013) and improve organizational reputation and
                  legitimacy (Carroll & McCombs, 2003).





 Table 6 Means, Standard Deviations, and Correlations (N=51)
 Sentiment   Socmed          DState   DListed   SqrtCult A   SqrtCult B   SqrtCult C   SqrtCult D   D profit   DStateOwned   DListed
 Variables  Mean  Std Dev.  Score 1  Index  OrgSize  SqrtCult A  SqrtCult B  SqrtCult C  SqrtCult D  DProfit  Owned  DStateOwned  Index  Index  Index  Index  Index  Index  Index
 Sentiment Score 1  -0.3415  0.2042  1
 Socmed Index  3.1358  0.8432  0.0678  1
 OrgSize  2.5098  1.4611  -0.3537*  0.3319*  1
 SqrtCult A  4.9863  1.4239  0.0308  0.0844  -0.0258  1
 SqrtCult B  3.9041  1.5528  -0.1179  0.2157  0.003  0.1771  1
 SqrtCult C  5.7173  1.5347  0.0779  0.0343  0.066  -0.4562*  -0.6390*  1
 SqrtCult D  4.2989  1.4517  -0.1704  -0.1327  0.198  -0.4042*  0.1093  -0.2285  1
 D Profit  0.7451  0.4401  0.1529  -0.1712  -0.1713  -0.0214  0.2142  -0.3670*  0.3335*  1
 DStateOwned  0.4706  0.5041  -0.4031*  0.1441  0.2174  -0.0735  -0.1336  0.2790*  -0.1149  -0.5302*  1
 DListed  0.2745  0.4507  -0.1463  0.0358  0.4924*  -0.1419  0.1225  -0.1299  0.2674  0.3598*  -0.1398  1
 SqrtCult A Index  15.7342  6.0579  0.023  0.8198*  0.3108*  0.5185*  0.2831*  -0.2619  -0.2386  -0.1345  0.048  -0.0149  1
 SqrtCult B Index  12.5494  5.7838  0.0137  0.7155*  0.2254  0.137  0.7808*  -0.4529*  0.0511  0.1422  -0.868  0.1776  0.6904*  1
 SqrtCult C Index  18.1195  6.9174  0.0208  0.8139*  0.3259*  -0.1652  -0.1586  0.5391*  -0.2653  -0.4065*  0.3389*  -0.0567  0.5085*  0.3012*  1
 SqrtCult D Index  13.2677  5.341  -0.0706  0.6290*  0.5060*  -0.1021  0.3271*  -0.273  0.5909*  0.1131  0.0347  0.2776*  0.4962*  0.6378*  0.3512*  1
 D profit Index  2.2757  1.5706  -0.2009  0.4807*  0.0338  0.0647  0.3704  -0.3206*  0.1879  0.7613*  -0.3929*  0.3311*  0.4067*  0.5967*  0.1572  0.4955*  1
 DStateOwned Index  1.533  1.6893  -0.3827*  0.3075*  0.2759  -0.1149  -0.0867  0.2872*  -0.1133  -0.5531  0.9369*  -0.1358  0.1764  0.0547  0.4593*  0.1557  -0.3374*  1
 DListed Index  0.88225  1.5358  -0.1399  0.1398  0.5056*  -0.1105  0.1535  -0.1559  0.2773*  0.3537  -0.1358  0.9832*  0.0793  0.2507  0.0273  0.3606*  0.3963*  -0.124  1
 Description: *** significant at 1% (one tailed) I ** significant at 5% (one tailed) I * Significanty at 10% (one tailed)
 SentimentScore1= The score of organizational legitimacy multiplied by – 1 ; SocmedIndex = Social Media governance index which calculated from
 the average of social media activities, social media strategies,social media skills and regulatory framework indexes;
 OrgSize: Organization size, categorized from 1 to 6. SqrtCultA = The presence of Clan Culture characteristic in an organizations. The score is squared
 rooted. SqrtCultB = The presence of Adhocracy Culture characteristic in an organizations. The score is squared rooted, SqrtCultC = The presence of
 Hierarchy Culture characteristic in an organizations. The score is squared rooted; SqrtCultD = The presence of Market Culture characteristic in an   Model 2a to 2d includes all four organizational cultures’ main effect because organizational cultures coexist, and all of
 organizations. The score is squared rooted; SqrtCultD = The presence of Market Culture characteristic in an organizations. The csore is squared rooted;   them influence the organization with different magnitude (Jones et al., 2005). However, each culture and social media
 DProfit = Dummy variable, Code 1 represents profit-oriented organizations. Code 0 otherwise; DStateOwned = Dummy variable, Code 1 represents
 state-owned organizations. Code 0 otherwise; DListed = Dummy variable, Code 1 represents listed organizations. Code 0 otherwise; SqrtCultAIndex;   index’s interaction effect will be tested separately to avoid serious multicollinearity. The result from model 2a-d shows
 DProfitIndex = interaction between DProfit and SocmedIndex.
                  that only the interaction between Clan Culture and social media index (SqrtCultAIndex) has a positive and significant
                  effect on the relationship between SMG and OL (average=0.001845, p=0.0535; 10% LoS; R2=0.2276). These results
                  support hypothesis 2a.

                  Clan Culture is a culture that combines flexibility and internal focus and also emphasizes on affiliation, attachment,
                  supportive  leader  (Zammuto  &  Krakower,  1991).  Zammuto  further  explained  that  this  culture  value  members’
                  participation in decision making. The policy will be effective because it was made by a consensus between members of






                                                                                 International Conference on Sustainability  129
                                                                                 (5  Sustainability Practitioner Conference)
                                                                                  Th
   125   126   127   128   129   130   131   132   133   134   135