Unpacking the Drivers of Stakeholder Engagement in Sustainable Water Management: NGOs and the Use of Facebook
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. Reputation
2.2. Size of the Organization
2.3. Expense Structure
2.3.1. Administrative Expenses
2.3.2. Fundraising Expenses
2.3.3. Program Expenses
2.4. Board Size
2.5. Volunteers
2.6. Social Network Presence
2.7. Size of Online Community
3. Materials and Methods
3.1. Sample
3.2. Data Collection Tool
3.3. Model and Statistical Analysis
4. Results
4.1. Level of Stakeholder Engagement via Facebook
4.2. Determinants of the Level of Stakeholders Engagement via Facebook
5. Discussion
6. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
Variable | Mean (S.D.) | Engagement | Reputation | Size | Administrative Expenses | Fundraising Expenses | Program Services Expenses | Board Size | Volunteer Dependence | Social Networks Presence | Online Community Size |
---|---|---|---|---|---|---|---|---|---|---|---|
Engagement | 106.516 (238.530) | 1 | |||||||||
Reputation | 27.08 (18.360) | 0.534 (0.000) | 1 | ||||||||
Size | 53083958.448 (181650165.733) | 0.441 (0.001) | 0.511 (0.000) | 1 | |||||||
Administrative Expenses | 3729807.130 (11775879.316) | 0.337 (0.008) | 0.538 (0.000) | 0.953 (0.000) | 1 | ||||||
Fundraising Expenses | 0.927 (0.060) | 0.158 (0.136) | −0.053 (0.356) | −0.205 (0.077) | −0.223 (0.060) | 1 | |||||
Program Services Expenses | 0.8092 (0.0845) | 0.067 (0.322) | 0.190 (0.093) | 0.271 (0.029) | 0.257 (0.036) | −0.558 (0.000) | 1 | ||||
Board Size | 6.22 (6.819) | 0.233 (0.052) | −0.020 (0.445) | 0.074 (0.304) | 0.073 (0.307) | −0.143 (0.161) | −0.059 (0.342) | 1 | |||
Volunteer Dependence | 0.505 (1.235) | −0.087 (0.274) | −0.135 (0.174) | −0.153 (0.144) | −0.173 (0.115) | −0.152 (0.146) | 0.026 (0.430) | −0.093 (0.261) | 1 | ||
Social Networks Presence | 3.16 (1.235) | 0.049 (0.369) | −0.119 (0.204) | −0.127 (0.190) | −0.202 (0.080) | 0.278 (0.025) | −0.287 (0.022) | −0.058 (0.346) | −0.068 (0.320) | 1 | |
Online Community Size | 9.647 (2.029) | 0.646 (0.000) | 0.479 (0.000) | 0.384 (0.003) | 0.382 (0.003) | 0.124 (0.196) | 0.095 (0.255) | 0.084 (0.280) | −0.229 (0.055) | 0.288 (0.021) | 1 |
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Sample Selection from Charity Assessment Organization and Lealtad Foundation | Data |
---|---|
Firms initially selected | 88 |
Less firms without public economic data | −37 |
Less firms without public data available through API Facebook | −1 |
Final sample | 50 |
Geographic area | Number | % |
---|---|---|
Sub-Saharan Africa | 40 | 80 |
South Asia | 22 | 44 |
Eastern Asia | 6 | 12 |
Southeast Asia | 17 | 34 |
Rest of the regions (mainly South America) | 36 | 72 |
Name | Sign | Formula | Measures |
---|---|---|---|
Popularity | P | Total likes/total posts | Average number of likes per post |
Commitment | C | Total comments/ total posts | Average number of comments per post |
Virality | V | Total shares/ total posts | Average number of shares per post |
Engagement | E | P + C + V | Online engagement index |
Hypothesis | Independent and Control Variables | Measurement | Expected Relationship |
---|---|---|---|
H1 | Reputation | Number of years since the NGO was founded | Positive |
H2 | Size | Total assets reported in the last available 990 IRS (Internal Revenue Service) Form and financial statements | Negative |
H3 | Expense Structure | ||
Administrative Expenses | Total administrative expenses reported in the last available 990 IRS Form and financial statement | Negative | |
Fundraising Expenses | Total Fundraising expenses / Total Expenses | Negative | |
Program Service Expenses | Total Program Service expenses / Total Expenses | Positive | |
H4 | Board Size | Total number of voting board members | Positive |
H5 | Volunteer Dependence | Total number of volunteers / (Total employees + Total number of volunteers | Positive |
H6 | Social Networks Presence | Number of social networks where the WNGO has a presence | Negative |
H7 | Online Community Size | Natural logarithm of the number of Facebook fans | Positive |
Total Posts | Total Likes | Total Comments | Total Shares | |
---|---|---|---|---|
Total | 23,905 | 2,331,730 | 96,670 | 893,396 |
Average | 544 | 46.635 | 1.933 | 17.868 |
Engagement (E) | Popularity (P) | Commitment (C) | Virality (V) | |
---|---|---|---|---|
Mean | 106.52 | 77.27 | 2.88 | 26.37 |
Median | 24.67 | 20.17 | 0.72 | 5.30 |
Maximum | 1448.93 | 1134.61 | 30.82 | 317.14 |
Minimum | 2.00 | 1.00 | 0.00 | 0.33 |
SD | 238.53 | 176.8413138 | 6.27 | 61.87 |
Unstandard Coefficients | Std. Error | t | Sig. | |
---|---|---|---|---|
Constant | −597.036 | 298.205 | −2.002 * | 0.052 |
Reputation | 3.949 | 1.441 | 2.740 *** | 0.009 |
Size | 1.694 × 10−6 | 0.000 | 4.401 *** | 0.000 |
Administrative Expenses | −2.524 × 10−5 | 0.000 | −4.090 *** | 0.000 |
Fundraising Expenses | 759.788 | 447.825 | 1.697 * | 0.098 |
Program Services Expenses | −16.703 | 317.514 | −0.053 | 0.958 |
Board Size | 7.525 | 3.155 | 2.385 ** | 0.022 |
Volunteer Dependence | 55.448 | 55.071 | 1.007 | 0.320 |
Social Networks Presence | −361.37 | 20.190 | −1.790 * | 0.081 |
Online Community Size | 60.462 | 13.539 | 4.466 *** | 0.000 |
Significant at: *** p < 0.01; ** p < 0.05; * p < 0.1 | ||||
R-squared | 0.707 | |||
Durbin-Watson | 2.128 |
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Alonso-Cañadas, J.; Galán-Valdivieso, F.; Saraite-Sariene, L.; Caba-Perez, M.d.C. Unpacking the Drivers of Stakeholder Engagement in Sustainable Water Management: NGOs and the Use of Facebook. Water 2019, 11, 775. https://doi.org/10.3390/w11040775
Alonso-Cañadas J, Galán-Valdivieso F, Saraite-Sariene L, Caba-Perez MdC. Unpacking the Drivers of Stakeholder Engagement in Sustainable Water Management: NGOs and the Use of Facebook. Water. 2019; 11(4):775. https://doi.org/10.3390/w11040775
Chicago/Turabian StyleAlonso-Cañadas, Juana, Federico Galán-Valdivieso, Laura Saraite-Sariene, and María del Carmen Caba-Perez. 2019. "Unpacking the Drivers of Stakeholder Engagement in Sustainable Water Management: NGOs and the Use of Facebook" Water 11, no. 4: 775. https://doi.org/10.3390/w11040775
APA StyleAlonso-Cañadas, J., Galán-Valdivieso, F., Saraite-Sariene, L., & Caba-Perez, M. d. C. (2019). Unpacking the Drivers of Stakeholder Engagement in Sustainable Water Management: NGOs and the Use of Facebook. Water, 11(4), 775. https://doi.org/10.3390/w11040775